{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":134,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":134,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a4da0487ca03","filters":{"venue":"Psychiatric Rehabilitation Journal"}},"results":[{"id":"W2327743645","doi":"10.2975/26.2002.132.144","title":"The role of work in the recovery of persons with psychiatric disabilities.","year":2002,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":250,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Empowerment; Psychology; Vocational education; Psychological intervention; Context (archaeology); Meaning (existential); Work (physics); Psychotherapist; Vocational rehabilitation; Supported employment; Psychiatry; Clinical psychology; Rehabilitation; Pedagogy","authors":[{"name":"Hélène Provencher","is_ca":true},{"name":"Robin Gregg","is_ca":false},{"name":"Shery Mead","is_ca":false},{"name":"Kim T. Mueser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05298991989638904,"gpt":0.3462848662404555,"spread":0.2932949463440665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002958221,0.0001377428,0.0002373018,0.0002222218,0.0009044535,0.00001034718,0.000338546,0.00008132379,0.0002944823],"category_scores_gemma":[0.0002812646,0.0000700513,0.0001447972,0.001198869,0.0001667495,0.0001278597,0.00001698811,0.0007284572,0.0000240528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001451899,"about_ca_system_score_gemma":0.0001755363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009111172,"about_ca_topic_score_gemma":0.0001443077,"domain_scores_codex":[0.9958493,0.001575264,0.001357036,0.0001631075,0.000631192,0.0004241142],"domain_scores_gemma":[0.9935519,0.00490298,0.0008721431,0.0003839768,0.0001808469,0.0001081418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005241922,0.0004540959,0.939617,0.0003761801,0.00001556264,1.006694e-7,0.03801992,0.00005270866,0.000001060227,0.001673313,0.008233356,0.01103255],"study_design_scores_gemma":[0.003731453,0.005976624,0.4644471,0.0007501979,0.00008260702,0.0000113429,0.4504872,0.0001917786,0.000001316783,0.03129511,0.04275364,0.0002716249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737033,0.005773086,0.00006046212,0.007058188,0.001260564,0.001412409,0.00001681512,0.000007964099,0.01070716],"genre_scores_gemma":[0.9948596,0.0005624741,0.003586779,0.0003148525,0.0002692502,0.0001389413,0.000004142873,0.00001482886,0.0002490721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751698,"threshold_uncertainty_score":0.6956416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008788661","doi":"10.2975/26.2003.359.367","title":"Transforming sheltered workshops into affirmative businesses: An outcome evaluation.","year":2003,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Club; Mental health; Work (physics); Outcome (game theory); Wage; Process (computing); Business; Public relations; Marketing; Psychology; Political science; Labour economics; Economics; Medicine; Engineering; Computer science","authors":[{"name":"Terry Krupa","is_ca":true},{"name":"Majka Lagarde","is_ca":false},{"name":"Karin Carmichael","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06562051754435866,"gpt":0.4516833205298932,"spread":0.3860628029855346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004839876,0.0002443863,0.0003611496,0.000440661,0.00239081,0.00004806025,0.0001876723,0.0001498429,0.001428737],"category_scores_gemma":[0.002459865,0.0001961851,0.0001715478,0.0008861759,0.00007803886,0.001005525,0.00001441568,0.0007400743,0.0001155977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637246,"about_ca_system_score_gemma":0.0004680814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002444111,"about_ca_topic_score_gemma":0.00009984613,"domain_scores_codex":[0.9948003,0.002256057,0.001427123,0.0003008002,0.0007398428,0.0004758692],"domain_scores_gemma":[0.9965049,0.001136772,0.0005381741,0.0002706198,0.001330479,0.0002190632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001460104,0.0003731713,0.8485829,0.0003164867,0.0001082278,0.000001243293,0.0986967,0.0003533864,0.00004045367,0.009145837,0.00849531,0.03374029],"study_design_scores_gemma":[0.008375807,0.001073498,0.585906,0.0003112044,0.0004076168,0.00002513143,0.1833564,0.0003641016,0.000003670361,0.1577311,0.06159705,0.0008484483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390308,0.001938979,0.01652883,0.02403298,0.005667747,0.002147411,0.000004939739,0.0001199989,0.01052833],"genre_scores_gemma":[0.9785066,0.00009907526,0.01962877,0.000531083,0.0006361575,0.0002580878,0.00001140907,0.00003725485,0.0002915546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2626769,"threshold_uncertainty_score":0.9994841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312318154","doi":"10.2975/28.2004.8.15","title":"Employment, Recovery, and Schizophrenia: Integrating health and disorder at work.","year":2004,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Schizophrenia (object-oriented programming); Work (physics); Psychology; Qualitative research; Psychiatry; Clinical psychology; Sociology; Social science","authors":[{"name":"Terry Krupa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05285051765147875,"gpt":0.3836108961292592,"spread":0.3307603784777804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001592954,0.0001809774,0.0002706925,0.0002487232,0.001861579,0.00002645348,0.00007296744,0.00009678779,0.000092981],"category_scores_gemma":[0.0001906826,0.0001456077,0.00006009861,0.0003362653,0.00006444979,0.0002165858,0.00006824712,0.0006878166,0.00004427758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006174452,"about_ca_system_score_gemma":0.0004888336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002111039,"about_ca_topic_score_gemma":0.0004196645,"domain_scores_codex":[0.9971846,0.0006128015,0.001087547,0.0002945667,0.0003081665,0.000512286],"domain_scores_gemma":[0.9978817,0.0005747819,0.0006201696,0.0001542398,0.0001065596,0.0006625697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005747221,0.0001455175,0.9311175,0.0007078404,0.00001610438,4.878951e-7,0.01345626,0.0000197681,0.000002067441,0.001545748,0.004344018,0.04807],"study_design_scores_gemma":[0.02823256,0.01582328,0.6803517,0.005215826,0.00007081905,0.0001062582,0.06650876,0.00006375076,0.000001112919,0.1206583,0.08191566,0.001051946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972065,0.006485281,0.001495692,0.01648056,0.00176562,0.00105844,0.00001106262,0.00003559968,0.0006026946],"genre_scores_gemma":[0.8684894,0.005512477,0.1128924,0.01037213,0.001109276,0.0002500047,0.0001007718,0.00007859455,0.001194871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2507657,"threshold_uncertainty_score":0.9994379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003002202","doi":"10.1037/h0094999","title":"Sharing power and knowledge: Professional and mental health consumer/survivor researchers working together in a participatory action research project.","year":2002,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; Centre for Family Medicine; Centre for Community Based Research","funders":"","keywords":"Participatory action research; Empowerment; Mental health; Action research; Community-based participatory research; Psychology; Citizen journalism; Public relations; Power (physics); Process (computing); Action (physics); Sociology; Medical education; Medicine; Pedagogy; Political science; Psychotherapist","authors":[{"name":"Joanna Ochocka","is_ca":true},{"name":"Rich Janzen","is_ca":true},{"name":"Geoffrey Nelson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5731177410440875,"gpt":0.5735934930714097,"spread":0.000475752027322196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01247923,0.0001604318,0.0002626826,0.0009061087,0.002288323,0.00004002185,0.00012459,0.0001515355,0.000391944],"category_scores_gemma":[0.0003500502,0.0001370284,0.00004098946,0.0008342165,0.0001802726,0.000269124,0.0001339036,0.00197149,0.00005226074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008258648,"about_ca_system_score_gemma":0.0006906992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003658956,"about_ca_topic_score_gemma":0.001041939,"domain_scores_codex":[0.9922495,0.004544245,0.001098776,0.000431147,0.0007004316,0.0009758752],"domain_scores_gemma":[0.9972644,0.001499849,0.0003222781,0.0001840094,0.0002234215,0.0005060423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002941826,0.0004353723,0.8758756,0.001011233,0.00001097993,7.90318e-7,0.08853579,6.3085e-7,0.00001100187,0.0003591673,0.01716225,0.01630301],"study_design_scores_gemma":[0.008608381,0.003644396,0.6046003,0.004405171,0.000009754918,0.00002609394,0.2399641,0.002916955,0.000001369298,0.00531256,0.1300335,0.0004775157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743724,0.01086398,0.00001094294,0.008594549,0.001871403,0.002404179,0.00000624346,0.0000234165,0.001852905],"genre_scores_gemma":[0.9936425,0.002021297,0.001880155,0.0004390334,0.0002508256,0.0003717837,0.000008476012,0.00003087795,0.001355036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2712754,"threshold_uncertainty_score":0.9990106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984679278","doi":"10.1037/h0095005","title":"Perceived stigma and community integration among clients of assertive community treatment.","year":2002,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"3M (Canada)","funders":"","keywords":"Assertive community treatment; Community integration; Psychology; Stigma (botany); Psychosocial; Poverty; Perception; Social support; Context (archaeology); Social integration; Social environment; Unemployment; Clinical psychology; Psychiatry; Social psychology; Mental illness; Medicine; Mental health; Political science","authors":[{"name":"Pamela N. Prince","is_ca":true},{"name":"Christopher R. Prince","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04882889868855482,"gpt":0.364454471684734,"spread":0.3156255729961792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00100232,0.0001880177,0.0002900387,0.0002916172,0.001479881,0.00004543564,0.0001829316,0.000106182,0.0008131198],"category_scores_gemma":[0.0001649577,0.0001487809,0.0001230282,0.0003191246,0.0002057704,0.0003425688,0.00002129725,0.0007986613,0.00002926479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790767,"about_ca_system_score_gemma":0.00001059667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435218,"about_ca_topic_score_gemma":0.000205713,"domain_scores_codex":[0.9953097,0.003476136,0.0006649963,0.0001320299,0.0001950218,0.0002221187],"domain_scores_gemma":[0.997658,0.001180946,0.000477317,0.0003456532,0.0001651234,0.0001729382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002034062,0.004372365,0.8159267,0.00005204586,0.0001000733,9.831787e-7,0.07319983,0.000002920371,0.00005760868,0.0002569921,0.0008932278,0.1049339],"study_design_scores_gemma":[0.002585548,0.004132023,0.9591416,0.00004915356,0.00007211786,0.00002291997,0.03180262,0.0001028441,0.000008743764,0.001916691,0.00005752688,0.0001081698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920148,0.0004139133,0.0001137088,0.0004154746,0.0007386846,0.0005070595,0.00001517285,0.00002357544,0.005757562],"genre_scores_gemma":[0.9977778,0.0001414698,0.0014869,0.00004404846,0.00007990833,0.00004251689,0.00001894881,0.00001495156,0.0003934453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.143215,"threshold_uncertainty_score":0.9998201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009176380","doi":"10.2975/34.3.2011.194.201","title":"Recovery-oriented service provision and clinical outcomes in assertive community treatment.","year":2011,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Assertive community treatment; Mental health; Service (business); Stakeholder; Service delivery framework; Mental illness; Psychology; Nursing; Medicine; Public relations; Business; Psychiatry; Marketing; Political science","authors":[{"name":"Sean A. Kidd","is_ca":true},{"name":"Lindsey George","is_ca":false},{"name":"Maria O’Connell","is_ca":false},{"name":"John Sylvestre","is_ca":false},{"name":"Helen Kirkpatrick","is_ca":false},{"name":"Gina Browne","is_ca":false},{"name":"Adefowope Odueyungbo","is_ca":false},{"name":"Larry Davidson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2439200671791595,"gpt":0.4818942600395333,"spread":0.2379741928603737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003619141,0.0001755714,0.0003681994,0.0002926435,0.00102525,0.000007704672,0.0001231528,0.000169593,0.0002071991],"category_scores_gemma":[0.0003842384,0.0001287777,0.0001129768,0.0003947368,0.00004272437,0.0002865409,0.00004724101,0.001110183,0.00008123343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058629,"about_ca_system_score_gemma":0.0003296759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002411668,"about_ca_topic_score_gemma":0.002586689,"domain_scores_codex":[0.9933189,0.004253328,0.001590511,0.000208735,0.0002379953,0.0003906027],"domain_scores_gemma":[0.9961522,0.0023291,0.0006335797,0.0002750806,0.0002663614,0.0003437066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000679521,0.001647158,0.9638907,0.0002137285,0.00002563461,8.042022e-7,0.02359501,5.075817e-7,7.335764e-7,0.0001511432,0.0002130448,0.009582014],"study_design_scores_gemma":[0.00400491,0.005920504,0.9618192,0.0001936385,0.00002859819,0.000002066952,0.02167995,0.00004891242,3.916349e-7,0.005131829,0.001057049,0.000112991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922287,0.00008800765,0.0001428375,0.001195187,0.002298438,0.001436954,0.00001542902,0.0000259733,0.002568516],"genre_scores_gemma":[0.9803934,0.0004106094,0.01663255,0.002002968,0.0001529184,0.000126378,0.00003990168,0.00002207914,0.0002192416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648972,"threshold_uncertainty_score":0.7885497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075104630","doi":"10.2975/28.2005.315.322","title":"Moving Forward: Negotiating Self and External Circumstances in Recovery.","year":2005,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Negotiation; Grounded theory; Dialectic; Psychology; Context (archaeology); Qualitative research; Mental health; Process (computing); Social psychology; Psychotherapist; Sociology; Epistemology; Computer science; Social science","authors":[{"name":"Joanna Ochocka","is_ca":false},{"name":"Geoff Nelson","is_ca":true},{"name":"Rich Janzen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03933565812423332,"gpt":0.3787616391023486,"spread":0.3394259809781153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002396247,0.0001357617,0.0002091885,0.0003597222,0.0007990069,0.00003002073,0.0001021949,0.00009616944,0.0001934542],"category_scores_gemma":[0.000180431,0.0001214637,0.00005694648,0.0003016116,0.0000206595,0.0005001943,0.00002730685,0.0007082755,0.00005138249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004743857,"about_ca_system_score_gemma":0.000257404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008516592,"about_ca_topic_score_gemma":0.0001051937,"domain_scores_codex":[0.9970326,0.0006748806,0.001203518,0.0002287798,0.0003609417,0.0004992854],"domain_scores_gemma":[0.9978605,0.001080341,0.0005517192,0.0001232159,0.0001178336,0.0002663948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009117564,0.0001271907,0.9504216,0.0004547042,0.000005995435,7.416011e-7,0.01061059,0.0004236801,0.000009928151,0.0007004321,0.0009769627,0.03617701],"study_design_scores_gemma":[0.005111883,0.001472045,0.9194743,0.001290216,0.00002836399,0.00002214572,0.02602413,0.006793239,0.000001173683,0.01924462,0.02015467,0.0003831927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870996,0.003057874,0.002046927,0.002256191,0.002210331,0.0007147777,0.000004997959,0.00003186783,0.002577429],"genre_scores_gemma":[0.9176514,0.0008517904,0.07865802,0.001291537,0.001282279,0.00007793997,0.000005037774,0.00001946113,0.000162531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07661109,"threshold_uncertainty_score":0.6145396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085767577","doi":"10.2975/32.3.2009.199.207","title":"What does recovery mean for me? Perspectives of Canadian mental health consumers.","year":2009,"lang":"en","type":"review","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministry of Health and Long Term Care; Université Laval; University of Ottawa; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Meaning (existential); Psychology; Psychiatry; Psychotherapist","authors":[{"name":"Myra Piat","is_ca":true},{"name":"Judith Sabetti","is_ca":true},{"name":"A. Couture","is_ca":true},{"name":"John Sylvestre","is_ca":true},{"name":"Hélène Provencher","is_ca":true},{"name":"Janos Botschner","is_ca":true},{"name":"David A. Stayner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1302397505488093,"gpt":0.462738033480606,"spread":0.3324982829317968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004317143,0.0004675911,0.001838024,0.00268681,0.001883593,0.00004359809,0.0003448452,0.0003882532,0.0004019683],"category_scores_gemma":[0.0002195148,0.0003326189,0.0009251775,0.001009013,0.00008662569,0.0004314521,0.00002115208,0.001168235,0.00004782061],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003108445,"about_ca_system_score_gemma":0.00923504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007385048,"about_ca_topic_score_gemma":0.042286,"domain_scores_codex":[0.9921764,0.002376319,0.003353339,0.0005257219,0.0005469109,0.001021333],"domain_scores_gemma":[0.9927137,0.001871398,0.003369217,0.0003991728,0.0005112868,0.001135255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001196943,0.0002589425,0.0004708517,0.06236525,0.0001666781,3.268498e-7,0.03346149,4.676567e-7,1.867937e-8,0.001292609,0.04191796,0.8599457],"study_design_scores_gemma":[0.0009373238,0.002043972,0.00004513129,0.02462744,0.0001576346,0.000009019117,0.07849789,0.000001549793,9.952466e-9,0.002103338,0.8913124,0.0002642635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009438733,0.9709204,0.00004892227,0.007684222,0.01285029,0.007210561,0.0006967249,0.00001959955,0.0004748475],"genre_scores_gemma":[0.00001454527,0.9873068,0.009542594,0.0008682572,0.000759884,0.0003094061,0.0006020135,0.00005797721,0.0005384828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8596814,"threshold_uncertainty_score":0.9999126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320238080","doi":"10.2975/30.2006.54.60","title":"Understanding Help Seeking Delay in the Prodrome to First Episode Psychosis: A Secondary Analysis of the Perspectives of Young People.","year":2006,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Prodrome; Psychology; Psychosis; Intervention (counseling); Psychological intervention; Help-seeking; Mental health; Developmental psychology; Schizophrenia (object-oriented programming); Clinical psychology; Psychiatry","authors":[{"name":"Katherine Boydell","is_ca":true},{"name":"Brenda Gladstone","is_ca":true},{"name":"Tiziana Volpe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01854705645891794,"gpt":0.2914358681106812,"spread":0.2728888116517633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001247512,0.0001252116,0.0003491075,0.001125189,0.0002014052,0.00003228172,0.0001972973,0.00004314238,0.00007305502],"category_scores_gemma":[0.0003638871,0.00007051595,0.0004318881,0.004016509,0.00007940116,0.0000965211,0.00001800743,0.0003291166,0.000001287667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741797,"about_ca_system_score_gemma":0.00013959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000530515,"about_ca_topic_score_gemma":0.01392956,"domain_scores_codex":[0.9979061,0.0003026178,0.0006269845,0.0002148789,0.0007227957,0.0002265769],"domain_scores_gemma":[0.9985268,0.0005682606,0.0002862755,0.0003366959,0.0002063401,0.00007562091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008477201,0.0005802834,0.9793954,0.00006903652,0.000398602,0.000002074317,0.01516827,0.001012841,0.00004430876,0.001520918,0.0007754278,0.0001850517],"study_design_scores_gemma":[0.001711874,0.0006513559,0.9574422,0.00008881337,0.0005433403,0.00007149408,0.03348217,0.0004704076,0.00000487334,0.005456706,0.00001519669,0.00006155077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720256,0.0009469058,0.002243109,0.02339811,0.0001281512,0.0006758108,0.00001047318,0.000005654905,0.000566241],"genre_scores_gemma":[0.994746,0.00004461765,0.005012613,0.00002717046,0.00009641117,0.00004445325,0.000002782103,0.0000101007,0.00001580417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02337094,"threshold_uncertainty_score":0.7773023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318621877","doi":"10.1037/prj0000061","title":"Effectiveness of individual placement and support for people with severe mental illness in the Netherlands: A 30-month randomized controlled trial.","year":2014,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mental health; Socioeconomic status; Context (archaeology); Quality of life (healthcare); Mental illness; Randomized controlled trial; Rehabilitation; Supported employment; Medicine; Psychology; Psychiatry; Clinical psychology; Work (physics); Physical therapy; Population; Environmental health; Nursing","authors":[{"name":"Harry Michon","is_ca":false},{"name":"Jooske T. van Busschbach","is_ca":false},{"name":"A Dennis Stant","is_ca":false},{"name":"Maaike D. van Vugt","is_ca":false},{"name":"Jaap van Weeghel","is_ca":false},{"name":"Hans Kroon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006118390619830613,"gpt":0.2842053839454166,"spread":0.278086993325586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01005585,0.0001516175,0.0009863359,0.0002575775,0.0001290275,0.00004868475,0.00008768899,0.00004579288,0.00004522122],"category_scores_gemma":[0.001229958,0.0000718017,0.0002492757,0.0002206973,0.00009104051,0.0000746427,0.000009272198,0.0001719164,7.522145e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005563518,"about_ca_system_score_gemma":0.0002540041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006171044,"about_ca_topic_score_gemma":0.00001602627,"domain_scores_codex":[0.9966584,0.001755264,0.0005875129,0.0001818461,0.0006162396,0.000200732],"domain_scores_gemma":[0.992322,0.006967214,0.0002921887,0.0001449512,0.0001653859,0.0001082901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9788665,0.0007839861,0.01306802,0.0002200985,0.0004093858,0.000001187305,0.003995677,0.00003747012,0.000004595128,0.0004308345,0.0001252306,0.002056964],"study_design_scores_gemma":[0.9291861,0.01222684,0.05277253,0.00009642156,0.0004470217,0.0001136551,0.002638089,0.0002594649,0.000004294022,0.002151426,0.00002200192,0.00008213742],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856699,0.0003308392,0.001586565,0.001440994,0.0001843116,0.01059911,0.000008824215,0.000005426724,0.0001739902],"genre_scores_gemma":[0.9933417,0.00005483141,0.004651411,0.00002819498,0.0001133712,0.001760818,0.00002113135,0.00001206115,0.00001642558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04968042,"threshold_uncertainty_score":0.3485177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117171752","doi":"10.1037/prj0000033","title":"Work accommodations and natural supports for maintaining employment.","year":2014,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; Institut Universitaire en Santé Mentale de Québec; Simon Fraser University; Université de Montréal; Centre for Disability Prevention and Rehabilitation","funders":"Canadian Institutes of Health Research","keywords":"Supported employment; Psychology; Accommodation; Flexibility (engineering); Scale (ratio); Supervisor; Work (physics); Applied psychology; Political science; Management","authors":[{"name":"Marc Corbière","is_ca":true},{"name":"Patrizia Villotti","is_ca":false},{"name":"Tania Lecomte","is_ca":true},{"name":"Gary R. Bond","is_ca":false},{"name":"Elliot M. Goldner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01526297182377399,"gpt":0.3412859669354068,"spread":0.3260229951116328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002898278,0.00009353959,0.0001269412,0.0001672852,0.001127409,0.0002531414,0.0001379471,0.00005046877,0.0002285686],"category_scores_gemma":[0.002154735,0.00008916128,0.0001074821,0.0003498154,0.0001759004,0.000340124,0.00001300932,0.0001519294,0.00001132131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363947,"about_ca_system_score_gemma":0.0001859648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003862737,"about_ca_topic_score_gemma":0.0001088798,"domain_scores_codex":[0.9984806,0.000350279,0.0003915632,0.0001951415,0.000299828,0.0002825517],"domain_scores_gemma":[0.9982266,0.001007362,0.00017315,0.0001332774,0.0002293014,0.0002302918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008232165,0.0003385555,0.6033422,0.00002220154,0.00003329723,7.017216e-8,0.04437984,0.00007735383,0.0000037509,0.187334,0.05373105,0.1106554],"study_design_scores_gemma":[0.001018866,0.0003278099,0.3312496,0.0000272004,0.00004787516,0.000005827981,0.03246976,0.000109847,6.04091e-7,0.1323608,0.5021167,0.0002651007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8624694,0.0002051824,0.0131528,0.11367,0.004462501,0.0008154691,0.000003297197,0.0000849867,0.0051364],"genre_scores_gemma":[0.9651727,0.00002343277,0.03265925,0.0005096053,0.0008200555,0.00005662332,0.000007589208,0.00001127159,0.0007394481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4483857,"threshold_uncertainty_score":0.8671233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2622683509","doi":"10.1037/prj0000270","title":"Online and mobile technologies for self-management in bipolar disorder: A systematic review.","year":2017,"lang":"en","type":"review","venue":"Psychiatric Rehabilitation Journal","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Australian Rotary Health","keywords":"eHealth; mHealth; CINAHL; PsycINFO; Self-management; Psychological intervention; Telemedicine; Bipolar disorder; Medicine; MEDLINE; Psychology; Computer science; Nursing; Clinical psychology; Health care; Mood; Political science","authors":[{"name":"Emma Gliddon","is_ca":false},{"name":"Steven J. Barnes","is_ca":true},{"name":"Greg Murray","is_ca":false},{"name":"Erin E. Michalak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02048641707899296,"gpt":0.3669330676659169,"spread":0.346446650586924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001099287,0.0004489035,0.002732589,0.0009621416,0.0002307164,0.00006982651,0.0002735363,0.0002441456,0.000005388262],"category_scores_gemma":[0.0006286277,0.0002980208,0.0007781556,0.0004129741,0.00006429701,0.0001116811,0.00005861607,0.0005312439,0.000009221009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382202,"about_ca_system_score_gemma":0.0001891816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003331387,"about_ca_topic_score_gemma":0.00001463512,"domain_scores_codex":[0.9971063,0.0002170572,0.001616721,0.0004506885,0.0003078961,0.0003013814],"domain_scores_gemma":[0.9974273,0.0004171888,0.001164926,0.0007549683,0.0001364046,0.00009920148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005702096,0.0006067508,0.0003491449,0.5623293,0.0003823837,0.000002570548,0.00005937223,5.580568e-8,1.019786e-9,0.0000414432,0.000172558,0.4360507],"study_design_scores_gemma":[0.001356765,0.0009161756,0.0001494238,0.2614056,0.008968091,0.0004023011,0.0003328478,0.000006395943,1.246028e-9,0.0004822038,0.7257566,0.0002236346],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007941441,0.9861746,0.000103576,0.0009924362,0.0002538673,0.01229068,0.00004668128,0.00008922615,0.00004099342],"genre_scores_gemma":[0.000007763882,0.9768319,0.0201689,0.00001958499,0.00006107811,0.002700055,0.00006960821,0.00005359877,0.00008750679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.725584,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039580747","doi":"10.2975/29.2006.166.173","title":"Small business employers' views on hiring individuals with mental illness.","year":2006,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Mental illness; Stigma (botany); Psychology; Social distance; Social stigma; Psychiatry; Mental health; Clinical psychology; Medicine; Family medicine; Coronavirus disease 2019 (COVID-19)","authors":[{"name":"Carri Hand","is_ca":true},{"name":"Joyce Tryssenaar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02535202300382472,"gpt":0.322825648658211,"spread":0.2974736256543862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000685131,0.0002846808,0.0002992505,0.000498498,0.0007145316,0.0001298513,0.0002358241,0.00009995217,0.0008974822],"category_scores_gemma":[0.00002284999,0.0002080791,0.0001189506,0.0008253177,0.00007919475,0.0002399961,0.00001680783,0.0003244241,0.0002907635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929276,"about_ca_system_score_gemma":0.00005257619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001614487,"about_ca_topic_score_gemma":0.0000725311,"domain_scores_codex":[0.9976113,0.0003168955,0.0007545179,0.0004056186,0.000440381,0.0004712147],"domain_scores_gemma":[0.9986386,0.00028707,0.0004851381,0.000284711,0.0001403081,0.0001641575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007108324,0.002061351,0.8674225,0.0001025997,0.0001050945,0.00002260208,0.00371038,0.0001408403,0.00001244755,0.004354553,0.03960431,0.08175254],"study_design_scores_gemma":[0.00455964,0.001473063,0.9574457,0.00009917151,0.00006712845,0.0001874031,0.001998786,0.000004120326,0.000008783977,0.003271294,0.03053862,0.0003463344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768667,0.0008734242,0.0004680633,0.004759189,0.00306457,0.0008061412,0.00001508659,0.00006566504,0.0130812],"genre_scores_gemma":[0.9881277,0.00003181108,0.009085804,0.0003838696,0.0008906767,0.000134795,0.00004185163,0.00004948546,0.00125399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0900232,"threshold_uncertainty_score":0.98268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2336498223","doi":"10.1037/prj0000189","title":"Action-based cognitive remediation for individuals with serious mental illnesses: Effects of real-world simulations and goal setting on functional and vocational outcomes.","year":2016,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Cognitive remediation therapy; Neurocognitive; Cognition; Clinical psychology; Psychological intervention; Cognitive skill; Competence (human resources); Developmental psychology; Psychiatry; Social psychology","authors":[{"name":"Christopher R. Bowie","is_ca":true},{"name":"Michael Grossman","is_ca":true},{"name":"Maya Gupta","is_ca":true},{"name":"Katherine Holshausen","is_ca":true},{"name":"Michael W. Best","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01237126083351136,"gpt":0.3227896533784338,"spread":0.3104183925449225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003512841,0.0001387132,0.0002076274,0.0005084397,0.0002683559,0.00002631875,0.00002163529,0.00004278273,0.00003031998],"category_scores_gemma":[0.001166248,0.00008473219,0.00006948195,0.0002522554,0.0001132839,0.0001796255,0.000005894512,0.0001059766,0.000001464163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487604,"about_ca_system_score_gemma":0.0003922526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006426624,"about_ca_topic_score_gemma":0.00004505918,"domain_scores_codex":[0.9986765,0.0001089368,0.0003382009,0.0002240598,0.000495472,0.0001568167],"domain_scores_gemma":[0.9939718,0.005091903,0.0002664872,0.00007941648,0.0004154083,0.0001750091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005130465,0.0004149134,0.9511109,0.0001894328,0.0002359757,0.000001023033,0.0002521175,0.00003822962,0.0003388098,0.0007016236,0.0002562541,0.04133026],"study_design_scores_gemma":[0.01731852,0.002944847,0.9763831,0.0002409032,0.0001896975,0.00002224777,0.0002670833,0.0001991653,0.0002651133,0.002026175,0.00004880008,0.00009433988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981873,0.0000658148,0.005668764,0.01070758,0.0002801255,0.001275491,0.00008707687,0.0000159119,0.0000261945],"genre_scores_gemma":[0.9817817,0.00002873935,0.01767045,0.00008710632,0.0001728304,0.0001209576,0.00007086122,0.00001608738,0.00005133126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04123592,"threshold_uncertainty_score":0.3455278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314730702","doi":"10.2975/29.2006.258.266","title":"Physical activity in the process of psychiatric rehabilitation: Theoretical and methodological issues.","year":2006,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Fogarty International Center","keywords":"Scope (computer science); Mental health; Rehabilitation; Psychology; Context (archaeology); Psychiatric rehabilitation; Mechanism (biology); Process (computing); Psychiatry; Psychotherapist; Applied psychology; Mental illness; Computer science","authors":[{"name":"Guy Faulkner","is_ca":true},{"name":"David Carless","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0195754693553611,"gpt":0.3857270420043096,"spread":0.3661515726489485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002304194,0.0001853024,0.0004389234,0.0004003459,0.0001447041,0.00004240034,0.0001451794,0.00009468274,0.00006269451],"category_scores_gemma":[0.001979062,0.0001063947,0.0002390384,0.001089882,0.0005399821,0.0001549513,0.00001662959,0.0006015119,0.000005171687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007016575,"about_ca_system_score_gemma":0.0002124052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002398363,"about_ca_topic_score_gemma":0.00001008769,"domain_scores_codex":[0.9967927,0.001289432,0.0004919349,0.000322241,0.0008095859,0.0002941563],"domain_scores_gemma":[0.9950735,0.004046238,0.0002033023,0.000274767,0.0002669315,0.0001352419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01373196,0.009485596,0.7349678,0.0006717098,0.00008960144,0.00003909472,0.004478329,0.00009657957,0.0002713634,0.1930356,0.00290285,0.04022954],"study_design_scores_gemma":[0.003150264,0.003375684,0.6963947,0.00002450037,0.00007964094,0.0002632487,0.001120058,0.0003369351,0.00002455938,0.2950791,0.00006724753,0.00008395685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309821,0.0007790751,0.0004997242,0.0662924,0.0001106425,0.0007188009,0.00000367716,0.00001522726,0.000598322],"genre_scores_gemma":[0.9333664,0.00006408568,0.06595775,0.00004031051,0.000483748,0.00006156655,0.000002822238,0.00001189918,0.00001148663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1020436,"threshold_uncertainty_score":0.4338651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324480593","doi":"10.1037/prj0000101","title":"Exiting homelessness: Perceived changes, barriers, and facilitators among formerly homeless adults with mental disorders.","year":2014,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Housing First; PsycINFO; Thematic analysis; Psychology; Mental health; Context (archaeology); Pride; Narrative inquiry; Qualitative research; Feeling; Narrative; Mental illness; Social psychology; Psychiatry; MEDLINE; Sociology; Political science","authors":[{"name":"Michelle Patterson","is_ca":true},{"name":"Lauren Currie","is_ca":true},{"name":"Stefanie N. Rezansoff","is_ca":true},{"name":"Julian M. Somers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006938035676411935,"gpt":0.2976227079580031,"spread":0.2906846722815912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001599177,0.0003327036,0.0007244899,0.0003755514,0.002546018,0.00008135857,0.0002154185,0.0002327782,0.0002876848],"category_scores_gemma":[0.000511534,0.0002610183,0.000113275,0.0005193125,0.0002881252,0.0005370051,0.00004652633,0.0008643286,0.00002000563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755684,"about_ca_system_score_gemma":0.00017063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003916366,"about_ca_topic_score_gemma":0.007350856,"domain_scores_codex":[0.9963734,0.001098377,0.0007675007,0.0004532183,0.0005669055,0.0007405581],"domain_scores_gemma":[0.9973518,0.0008925042,0.0005946693,0.0002348518,0.0003468069,0.0005793971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002042289,0.00004077775,0.807771,0.0004163228,0.00003672674,5.640885e-7,0.156931,0.000003914041,0.000007007975,0.0005871461,0.00008358577,0.03391778],"study_design_scores_gemma":[0.0024492,0.0007953463,0.5555532,0.000281148,0.00003178008,8.797932e-7,0.4373783,0.0001405951,2.842689e-7,0.00167699,0.001421598,0.0002706421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993724,0.0005674994,0.0008617152,0.00189042,0.001049228,0.000938336,0.00002720645,0.00009036281,0.0008512418],"genre_scores_gemma":[0.9965169,0.0005508173,0.001870367,0.00006998238,0.0006779956,0.0001810474,0.00001458275,0.00005601559,0.0000622681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2804473,"threshold_uncertainty_score":0.9999842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325129100","doi":"10.2975/35.4.2012.289.296","title":"Service providers' experiences and perspectives on recovery-oriented mental health system reform.","year":2012,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Bureaucracy; Service provider; Focus group; Mental illness; Qualitative research; Psychology; Service recovery; Public relations; Nursing; Service (business); Medicine; Sociology; Political science; Business; Psychotherapist; Politics","authors":[{"name":"Myra Piat","is_ca":true},{"name":"Shalini Lal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06562946304939331,"gpt":0.3872478917154077,"spread":0.3216184286660144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002666606,0.0001966901,0.0002761935,0.0002973036,0.002364757,0.00002040025,0.0001056068,0.00009399816,0.000144384],"category_scores_gemma":[0.00007457793,0.0001485174,0.00007285421,0.0004279106,0.00004500441,0.0005793286,0.00003435207,0.0005600301,0.000108128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002730775,"about_ca_system_score_gemma":0.0003848542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004511349,"about_ca_topic_score_gemma":0.00006149141,"domain_scores_codex":[0.9961699,0.001222608,0.001048904,0.000276548,0.0005471659,0.0007348247],"domain_scores_gemma":[0.9977365,0.0003625143,0.0007661209,0.0002026988,0.0002172188,0.0007150116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001030559,0.0006973225,0.1881364,0.003319122,0.00003550852,2.52877e-7,0.7752183,0.000002173451,0.00000455284,0.01117873,0.01401636,0.006360675],"study_design_scores_gemma":[0.001491315,0.00239711,0.02020176,0.0006754897,0.000007421845,0.00001596767,0.9609633,0.00004975887,7.718371e-7,0.0001044353,0.01394666,0.0001459863],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654125,0.003802846,0.0002021066,0.01801618,0.006509931,0.001879774,0.00002392472,0.00006701997,0.004085741],"genre_scores_gemma":[0.9874498,0.0003585244,0.007402261,0.003246184,0.001043943,0.0003120896,0.00003146292,0.00002371157,0.0001319933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.185745,"threshold_uncertainty_score":0.998934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006001901","doi":"10.2975/30.3.2007.171.173","title":"The Concept of \"Being in Recovery\".","year":2007,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psychology; Political science","authors":[{"name":"David Roe","is_ca":false},{"name":"Abraham Rudnick","is_ca":true},{"name":"Kenneth J. Gill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0572497236717868,"gpt":0.4221731012539384,"spread":0.3649233775821516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00654838,0.00007463999,0.0001401063,0.000211977,0.000756873,0.000004839867,0.000134555,0.00007167267,0.000110917],"category_scores_gemma":[0.00039201,0.0000502609,0.00007548361,0.0004358265,0.00005388485,0.0001024148,0.00001650607,0.0005606198,0.00002738368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002546648,"about_ca_system_score_gemma":0.0002504618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007017003,"about_ca_topic_score_gemma":0.0001757059,"domain_scores_codex":[0.9970976,0.0006212163,0.00142913,0.0001038811,0.000336023,0.000412191],"domain_scores_gemma":[0.9950182,0.003888791,0.0006132096,0.0001491177,0.0001891313,0.0001415424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003822751,0.0001074573,0.9343864,0.0001860375,0.000006327904,6.006918e-7,0.01273152,0.00003146939,0.00001305241,0.01022235,0.0035179,0.03841459],"study_design_scores_gemma":[0.003373788,0.001985658,0.8188112,0.000578021,0.0000117767,0.000003423269,0.05100131,0.00004508638,0.00001763188,0.0909599,0.03305598,0.0001561764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792467,0.0006638633,0.001727013,0.002399607,0.004495849,0.0007360232,0.000002667121,0.000008410599,0.01071983],"genre_scores_gemma":[0.9928468,0.0001577562,0.005741734,0.0005495531,0.0003866,0.0000183468,0.000004636252,0.000009330104,0.0002852725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155752,"threshold_uncertainty_score":0.5821332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035050946","doi":"10.1037/h0095049","title":"Impact of an early psychosis program on substance use.","year":2001,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Psychosocial; Substance abuse; Psychosis; Schizophrenia (object-oriented programming); Intervention (counseling); Substance use; Psychiatry; Psychology; Clinical psychology; Psychotherapist","authors":[{"name":"Donald Addington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02583979566418472,"gpt":0.3742498445957655,"spread":0.3484100489315808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003768854,0.0001611678,0.0002635506,0.0004942304,0.0001110803,0.00006677745,0.0001008306,0.00006529997,0.000225295],"category_scores_gemma":[0.0002619961,0.0001105973,0.0003911774,0.0008302068,0.00007016496,0.0003326888,0.000003238055,0.0003278455,0.00003228879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032148,"about_ca_system_score_gemma":0.0001986053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007332103,"about_ca_topic_score_gemma":0.00003147993,"domain_scores_codex":[0.9981744,0.0001677021,0.0004634159,0.0002383438,0.0006418815,0.0003142855],"domain_scores_gemma":[0.9982673,0.000254103,0.0002048752,0.0003672218,0.0004137801,0.0004927213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01230674,0.003917396,0.8632241,0.00001518886,0.0001512925,0.00002176738,0.000277763,0.00003410207,0.00006866229,0.0001331383,0.0008594858,0.1189904],"study_design_scores_gemma":[0.004852646,0.02898031,0.9636602,0.00005446215,0.00005614322,0.0002051813,0.00007423424,0.00009921839,0.000008320822,0.001818066,0.0001035905,0.00008763978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970534,0.000212592,0.00007264947,0.001455178,0.0001969622,0.0006937858,0.000006759211,0.0000435775,0.0002651009],"genre_scores_gemma":[0.9367176,0.0001760812,0.0626957,0.00002044343,0.0002380546,0.00004253451,0.000007732769,0.00002151373,0.00008036487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189028,"threshold_uncertainty_score":0.4510026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064871285","doi":"10.2975/30.2006.105.111","title":"A Group Intervention to Promote Healthy Self-Concepts and Guide Recovery in First Episode Schizophrenia: A Pilot Study.","year":2006,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; York University; University of Toronto; Toronto Metropolitan University","funders":"Ryerson University","keywords":"Intervention (counseling); Schizophrenia (object-oriented programming); Quality of life (healthcare); Psychology; Psychiatry; Psychology of self; Clinical psychology; Schizophrenia spectrum; Psychosis; Psychotherapist; Social psychology","authors":[{"name":"Elizabeth McCay","is_ca":true},{"name":"Heather Beanlands","is_ca":true},{"name":"Molyn Leszcz","is_ca":true},{"name":"Paula Goering","is_ca":true},{"name":"Mary V. Seeman","is_ca":true},{"name":"Kathryn M. Ryan","is_ca":true},{"name":"Nancy Johnston","is_ca":true},{"name":"Tanya Vishnevsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01125331792269191,"gpt":0.3184056174990527,"spread":0.3071522995763608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001636946,0.0002207922,0.0003833888,0.0009638464,0.0002341026,0.0001039684,0.00009952669,0.00004804376,0.00005741746],"category_scores_gemma":[0.0004717406,0.0001850969,0.0001377705,0.0008892727,0.00003432047,0.0002572577,0.00004035035,0.0004197785,0.00003643547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672852,"about_ca_system_score_gemma":0.0001603463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074177,"about_ca_topic_score_gemma":0.007247103,"domain_scores_codex":[0.9972264,0.0003535907,0.0009958057,0.0004491865,0.0005603293,0.0004146643],"domain_scores_gemma":[0.9986808,0.0002655955,0.0002091237,0.0002604557,0.0001904266,0.0003935821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03964709,0.01472552,0.8763632,0.0003265006,0.000158334,0.0001103537,0.001167088,0.00006114687,0.0000470872,0.0004169703,0.005033394,0.06194328],"study_design_scores_gemma":[0.02072434,0.04882256,0.9221469,0.0001834671,0.00007429206,0.0002856251,0.0006294307,0.00008560476,0.000002240775,0.00628444,0.0006041845,0.0001569755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829021,0.001344399,0.0005120992,0.01255472,0.0003491013,0.002162519,0.000004711026,0.00005387214,0.0001164737],"genre_scores_gemma":[0.9039267,0.00008155281,0.09520601,0.00008242214,0.0003986735,0.000204822,0.000008180144,0.00002605546,0.00006558769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09469391,"threshold_uncertainty_score":0.7548034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970277626","doi":"10.2975/27.2004.212.218","title":"Recovery and mental illness: Analysis and personal reflections.","year":2004,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Feeling; Mental illness; Empowerment; Psychology; Mental health; Perspective (graphical); Identity (music); Social psychology; Order (exchange); Public relations; Sociology; Psychotherapist; Aesthetics; Law; Political science; Business","authors":[{"name":"Anna Coodin Schiff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05652696919331796,"gpt":0.414412797159424,"spread":0.3578858279661061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001198723,0.00012954,0.0002174759,0.0006000017,0.002031038,0.00002503561,0.00004811749,0.00009366386,0.0002627003],"category_scores_gemma":[0.00007948761,0.0001101602,0.0001051681,0.0007568039,0.00006687766,0.0002534059,0.00002589754,0.0004707338,0.00002653926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337822,"about_ca_system_score_gemma":0.0002165254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001831875,"about_ca_topic_score_gemma":0.0002357992,"domain_scores_codex":[0.9980283,0.000402562,0.0006914488,0.0002470204,0.000309197,0.0003214936],"domain_scores_gemma":[0.998751,0.0003574428,0.000325388,0.00009795841,0.0001270626,0.0003411881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003185565,0.0002023763,0.9552792,0.0004549882,0.0001806154,9.698002e-7,0.02762677,0.00002774733,0.00003353115,0.0008276532,0.001707383,0.01334019],"study_design_scores_gemma":[0.006555493,0.003241798,0.8579112,0.000292344,0.0004755416,0.00006175256,0.06507264,0.0001597307,0.000003500266,0.04023835,0.02551907,0.0004686265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864413,0.001522975,0.002284888,0.006187576,0.001782904,0.0005386711,0.00002371346,0.00002421592,0.001193805],"genre_scores_gemma":[0.9739773,0.001598128,0.0220107,0.001599995,0.00044094,0.00006844309,0.00004484828,0.0000144353,0.0002452202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09736806,"threshold_uncertainty_score":0.9992682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068492612","doi":"10.2975/34.4.2011.304.310","title":"Healthy eating in persons with serious mental illnesses: Understanding and barriers.","year":2011,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Institute of Mental Health; West Family Foundation","keywords":"Mental health; Psychological intervention; Medicine; Healthy eating; Population; Psychiatry; Qualitative research; Psychology; Gerontology; Environmental health; Physical therapy","authors":[{"name":"Laura Barré","is_ca":false},{"name":"Joelle C. Ferron","is_ca":false},{"name":"Kristin Davis","is_ca":false},{"name":"Rob Whitley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02599612912351872,"gpt":0.3007305617660251,"spread":0.2747344326425064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005916292,0.0001519352,0.000189352,0.0003747419,0.0004193729,0.00004860439,0.00009146568,0.00007584227,0.0006021982],"category_scores_gemma":[0.0000590242,0.0001267636,0.00005307113,0.0004602051,0.0001243704,0.0002021688,0.00001090308,0.0003619497,0.000005946615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685717,"about_ca_system_score_gemma":0.00009107769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001911291,"about_ca_topic_score_gemma":0.0001938553,"domain_scores_codex":[0.9985825,0.0002290311,0.0004063003,0.0002725931,0.0001900072,0.0003195568],"domain_scores_gemma":[0.9992697,0.0001379095,0.0002260271,0.0001302236,0.00003506128,0.0002010596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002975395,0.0001794003,0.9117103,0.0000256419,0.00001823981,0.000008982806,0.08247811,0.000002597551,0.000004884937,0.00202698,0.0006771088,0.002570242],"study_design_scores_gemma":[0.002932212,0.003517214,0.6423101,0.00008054855,0.00003436062,0.0003371178,0.3461384,0.00002889182,2.177923e-7,0.004199663,0.0001640592,0.0002572328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909969,0.0006028746,0.001011153,0.001082439,0.00108232,0.0003096166,0.000003156041,0.00002770595,0.004883831],"genre_scores_gemma":[0.9894508,0.00002506529,0.01021171,0.0001475554,0.00006454065,0.00002547898,0.000001379262,0.00002443043,0.00004906322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2694002,"threshold_uncertainty_score":0.6593648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315372494","doi":"10.2975/26.2002.123.131","title":"The dialectic of friendship for people with psychiatric disabilities.","year":2002,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Friendship; Meaning (existential); Psychology; Dialectic; Rubric; Qualitative research; Contradiction; Social psychology; Psychiatry; Developmental psychology; Psychotherapist; Sociology; Epistemology; Pedagogy; Social science","authors":[{"name":"Katherine Boydell","is_ca":true},{"name":"Brenda Gladstone","is_ca":false},{"name":"Elaine Crawford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08532233898555126,"gpt":0.382746792068246,"spread":0.2974244530826947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002162499,0.0001775364,0.0002993746,0.0002018172,0.002570437,0.00001928146,0.0002505358,0.00009497049,0.0004330355],"category_scores_gemma":[0.000695664,0.0001064529,0.0001835626,0.0007697334,0.0001179012,0.0001601882,0.00001757067,0.0005259167,0.00005120612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268744,"about_ca_system_score_gemma":0.0002369202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004183058,"about_ca_topic_score_gemma":0.0002567283,"domain_scores_codex":[0.9964877,0.0007418806,0.001371249,0.0002360938,0.0005329185,0.0006301716],"domain_scores_gemma":[0.9909804,0.007023031,0.0008801496,0.0003562972,0.0004859125,0.0002742095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006715428,0.0004360044,0.942018,0.001787207,0.00003474678,5.92826e-8,0.0161042,0.00003392778,0.00000153089,0.008651241,0.02435909,0.005902468],"study_design_scores_gemma":[0.02088623,0.02932273,0.442985,0.0009294733,0.0004360355,0.00004020626,0.1588449,0.002717219,0.000004676271,0.1568932,0.1858364,0.001104047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614519,0.00319404,0.003520375,0.0131491,0.006265878,0.003883731,0.00004819698,0.00004379842,0.008442947],"genre_scores_gemma":[0.9853923,0.000354575,0.01169548,0.0003926684,0.0008758,0.0006202435,0.00001233772,0.00003331131,0.0006232996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.499033,"threshold_uncertainty_score":0.9987281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020836522","doi":"10.2975/32.3.2009.155.161","title":"Doing daily life: How occupational therapy can inform psychiatric rehabilitation practice.","year":2009,"lang":"en","type":"review","venue":"Psychiatric Rehabilitation Journal","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Occupational therapy; CINAHL; Rehabilitation; Context (archaeology); Mental health; Psychiatric rehabilitation; Psychotherapist; MEDLINE; Psychiatry; Medicine; Psychology; Mental illness; Nursing; Physical therapy; Psychological intervention; Political science","authors":[{"name":"Terry Krupa","is_ca":true},{"name":"Ellie Fossey","is_ca":false},{"name":"William A. Anthony","is_ca":false},{"name":"Catana Brown","is_ca":false},{"name":"Deborah B. Pitts","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1030930243069247,"gpt":0.5083105098604737,"spread":0.4052174855535489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01221504,0.001134909,0.002285799,0.003567377,0.003813508,0.0004711267,0.001133497,0.001453205,0.0009696349],"category_scores_gemma":[0.01737749,0.0008741582,0.001741499,0.004246905,0.0001872274,0.002708922,0.00009730304,0.006844841,0.0006612052],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677365,"about_ca_system_score_gemma":0.01439446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006218959,"about_ca_topic_score_gemma":0.00002758896,"domain_scores_codex":[0.9807879,0.009129992,0.0043519,0.001127547,0.00315075,0.001451877],"domain_scores_gemma":[0.9581141,0.02952005,0.006516974,0.001161043,0.003716748,0.0009710361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009343411,0.0007715717,0.002178612,0.005534086,0.0004668375,0.000004751913,0.002711921,0.00002187608,2.059356e-7,0.00199897,0.1267929,0.8585839],"study_design_scores_gemma":[0.00294292,0.002578715,0.003470777,0.002507897,0.0005588144,0.0001156892,0.005254166,0.00001279975,5.794154e-9,0.003045789,0.9786574,0.0008550338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001103993,0.9365393,0.001194025,0.0456048,0.005825028,0.005509164,0.0001250903,0.0001794444,0.004912751],"genre_scores_gemma":[0.00003750838,0.891304,0.09793652,0.002018076,0.006519442,0.0006901184,0.0003654351,0.0001780299,0.0009508496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8577289,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327264346","doi":"10.1037/h0095003","title":"Reflections on empowerment in community mental health: Giving shape to an elusive idea.","year":2002,"lang":"en","type":"review","venue":"Psychiatric Rehabilitation Journal","topic":"Community Health and Development","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Empowerment; Doctrine; Mental health; Politics; Sociology; Power (physics); Field (mathematics); Reflection (computer programming); Psychology; Public relations; Social psychology; Political science; Psychotherapist; Law; Computer science","authors":[{"name":"Carrie Clark","is_ca":true},{"name":"Terry Krupa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1874980713279751,"gpt":0.5619605728193763,"spread":0.3744625014914013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009078973,0.0006253857,0.001856586,0.002801234,0.006640694,0.00006369684,0.0008464748,0.0004661374,0.001071735],"category_scores_gemma":[0.001577351,0.0005606331,0.0004373244,0.002337401,0.00004177669,0.0002586446,0.0002427833,0.008830421,0.0007390695],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006615122,"about_ca_system_score_gemma":0.003894753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006326489,"about_ca_topic_score_gemma":0.00250443,"domain_scores_codex":[0.9758331,0.01775626,0.003954176,0.0004736245,0.000788263,0.001194554],"domain_scores_gemma":[0.9915984,0.003822035,0.001835697,0.001090805,0.0003268149,0.001326308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008040579,0.001333055,0.0004416035,0.01173343,0.00004052478,0.000001717269,0.08056906,0.000008819658,2.898568e-8,0.0002629813,0.02956543,0.8759629],"study_design_scores_gemma":[0.0009275852,0.002824695,0.003047412,0.01606981,0.00003077875,0.00004198808,0.02513992,0.00001126541,8.255064e-10,0.0009323488,0.9505312,0.0004430194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00137421,0.9487202,0.0001150093,0.02487988,0.008051553,0.009201324,0.0001145151,0.0001444231,0.007398894],"genre_scores_gemma":[0.0001067189,0.9740725,0.01812682,0.005464216,0.0006919582,0.0008249915,0.000140649,0.0001049144,0.0004671927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9209657,"threshold_uncertainty_score":0.9998414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024567043","doi":"10.1037/h0094747","title":"Barriers to exercise among people with severe mental illnesses.","year":2013,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Physical Activity and Health","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Substance Abuse and Mental Health Services Administration","keywords":"Thematic analysis; Psychological intervention; Mental health; Medicine; Population; Psychology; Mental illness; Psychiatry; Qualitative research","authors":[{"name":"Crystal M. Glover","is_ca":false},{"name":"Joelle C. Ferron","is_ca":false},{"name":"Rob Whitley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005493299369926695,"gpt":0.2601632861088814,"spread":0.2546699867389547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002394915,0.0001432944,0.0003199608,0.0002184636,0.0003409826,0.00006329981,0.00008258399,0.00005213651,0.001132507],"category_scores_gemma":[0.0002147693,0.0001031467,0.0001124391,0.0006295679,0.00005299911,0.000509973,0.00001394362,0.0003597875,0.0001743131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510006,"about_ca_system_score_gemma":0.0003304572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001341407,"about_ca_topic_score_gemma":0.00003735362,"domain_scores_codex":[0.998659,0.00006841381,0.0003131054,0.0002186452,0.0004446464,0.0002961674],"domain_scores_gemma":[0.99815,0.0001299395,0.000130835,0.0001861184,0.0002453976,0.001157715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007676957,0.0007570555,0.8893346,0.0002785527,0.00006044031,0.000003349819,0.01126364,0.0001147667,0.000220245,0.0001627293,0.07377488,0.02326208],"study_design_scores_gemma":[0.001986593,0.002907264,0.985294,0.0001542442,0.00007338257,0.0001753769,0.005099199,0.0001434333,0.00001887829,0.002211169,0.001735611,0.0002008611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719309,0.00005395046,0.0004573915,0.02468346,0.0005460485,0.0009236873,0.000003040226,0.00003526922,0.001366266],"genre_scores_gemma":[0.9895012,0.00002927703,0.009254488,0.0005779881,0.0003145422,0.00007809479,0.000003016638,0.00002091456,0.0002204973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09595942,"threshold_uncertainty_score":0.9997806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2381668094","doi":"10.1037/prj0000193","title":"Recovery and severe mental illness: The role of romantic relationships, intimacy, and sexuality.","year":2016,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"PsycINFO; Mental illness; Psychology; Thematic analysis; Facilitator; Psychosocial; Human sexuality; Clinical psychology; Interpersonal relationship; Mental health; Qualitative research; Psychotherapist; Social psychology; MEDLINE","authors":[{"name":"Marie‐Eve Boucher","is_ca":true},{"name":"Danielle Groleau","is_ca":true},{"name":"Rob Whitley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008264880909640905,"gpt":0.2661189890162569,"spread":0.257854108106616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001643742,0.0001456864,0.0001895277,0.0002049683,0.0004040391,0.00005012943,0.0001657432,0.00009399054,0.0001809211],"category_scores_gemma":[0.0004943506,0.00008811812,0.00007561334,0.0002686206,0.000330214,0.0003134335,0.0000534611,0.0002663385,0.00001936595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006705789,"about_ca_system_score_gemma":0.0000374734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000313026,"about_ca_topic_score_gemma":0.000008199091,"domain_scores_codex":[0.9978803,0.0008312396,0.0005526837,0.0002630406,0.0002742212,0.0001984879],"domain_scores_gemma":[0.9972467,0.001907974,0.0003587882,0.0002887943,0.0001016286,0.00009609883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001938032,0.0001547202,0.8454469,0.00003954686,0.0001010675,9.424052e-7,0.01411304,0.000002480773,0.0006648805,0.008166338,0.006109735,0.1250065],"study_design_scores_gemma":[0.001398819,0.0004786934,0.8919613,0.00007642393,0.00006041737,0.0004592492,0.03393611,0.00001239397,0.0000111394,0.06631982,0.005092877,0.0001927386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867227,0.003012737,0.0004114573,0.005790138,0.001731937,0.0002864733,0.00001928474,0.00001972875,0.002005549],"genre_scores_gemma":[0.9970213,0.000186694,0.002228355,0.00006186692,0.0001627729,0.00002041224,0.000001648475,0.00002007608,0.0002969058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248138,"threshold_uncertainty_score":0.3593353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318826202","doi":"10.1037/h0095002","title":"Quality of life: Perspectives of people with mental illnesses and family members.","year":2002,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Care","funders":"","keywords":"Perspective (graphical); Mental illness; Quality of life (healthcare); Family support; Mental health; Psychology; Qualitative research; Quality (philosophy); Peer support; Service (business); Medicine; Psychiatry; Sociology; Psychotherapist; Business; Social science","authors":[{"name":"Deborah Corring","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01627694603676712,"gpt":0.297049495327242,"spread":0.2807725492904748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008205072,0.0001695918,0.0004072632,0.0002986445,0.000141807,0.00002217283,0.0001724273,0.00007602005,0.0008138544],"category_scores_gemma":[0.0003207333,0.0001395886,0.0001275616,0.0005769912,0.0003501621,0.0002130799,0.00002328011,0.0002239609,0.000006702805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006237533,"about_ca_system_score_gemma":0.0000349332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587025,"about_ca_topic_score_gemma":0.00002143539,"domain_scores_codex":[0.9977883,0.0005037056,0.000738134,0.0002847729,0.0004838004,0.0002013519],"domain_scores_gemma":[0.997883,0.0007342997,0.0006664891,0.0002803486,0.0003015594,0.0001342946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005307688,0.001122936,0.8280501,0.0002339319,0.0002395539,9.914477e-7,0.1498429,0.00004083367,0.0007062027,0.003413641,0.01118599,0.004632137],"study_design_scores_gemma":[0.002032623,0.001020664,0.7754328,0.00003241107,0.00003441349,0.00004707935,0.220613,0.0000171166,0.00001074357,0.0004557803,0.0001421827,0.0001612282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831561,0.005767025,0.0002780508,0.001167611,0.001403491,0.0002587837,0.00001776015,0.00001846126,0.007932723],"genre_scores_gemma":[0.9924615,0.0001249889,0.00710965,0.00003961673,0.00009662707,0.00001625118,0.000001298825,0.00002200135,0.0001280656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07077008,"threshold_uncertainty_score":0.8911135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3147965024","doi":"10.1037/prj0000472","title":"Organizational conditions that influence work engagement and burnout: A qualitative study of mental health workers.","year":2021,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadia University","funders":"Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Burnout; Work engagement; Mental health; Psychology; Qualitative research; Work (physics); Work environment; Applied psychology; Occupational burnout; Job satisfaction; Clinical psychology; Social psychology; Emotional exhaustion; Psychiatry; Sociology","authors":[{"name":"Angela L. Rollins","is_ca":false},{"name":"Johanne Eliacin","is_ca":false},{"name":"Alissa L. Russ-Jara","is_ca":false},{"name":"Maria Monroe‐DeVita","is_ca":false},{"name":"Sally Wasmuth","is_ca":false},{"name":"Mindy Flanagan","is_ca":false},{"name":"Gary A. Morse","is_ca":false},{"name":"Michael P. Leiter","is_ca":true},{"name":"Michelle P. Salyers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04615036553745101,"gpt":0.4514873658424012,"spread":0.4053370003049502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003766942,0.0002099633,0.0004773344,0.0003288175,0.002538867,0.00003036307,0.0001492325,0.0001209815,0.000884367],"category_scores_gemma":[0.001257855,0.0001803565,0.00008600479,0.001207819,0.0001094552,0.0002765652,0.00012229,0.001116768,0.00002130142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800146,"about_ca_system_score_gemma":0.002043324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001299043,"about_ca_topic_score_gemma":0.0001190948,"domain_scores_codex":[0.990253,0.00651274,0.001560983,0.0003860346,0.0008372897,0.0004499956],"domain_scores_gemma":[0.9942551,0.00267821,0.001163216,0.0002620222,0.001259513,0.000381949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009088311,0.0007949869,0.6914815,0.0002682844,0.0000781921,0.000002105561,0.3003026,0.00001969691,0.00001197564,0.001320267,0.004526057,0.00110354],"study_design_scores_gemma":[0.001858808,0.0005115986,0.4647332,0.0009053634,0.00001940711,0.000008537661,0.5264741,0.000005694204,6.324977e-7,0.00482682,0.0005372774,0.0001185917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596437,0.003254637,0.0002886842,0.03391461,0.001317453,0.001251957,0.00007554182,0.00003069498,0.0002226916],"genre_scores_gemma":[0.9901599,0.0004883329,0.007754724,0.0009698862,0.0002011255,0.0001004322,0.00005652261,0.00002679967,0.0002423141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2267483,"threshold_uncertainty_score":0.9987597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2332579724","doi":"10.1037/h0095082","title":"Teaching in a new key: Effects of a co-taught seminar on medical students' attitudes toward schizophrenia.","year":2001,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Schizophrenia (object-oriented programming); Perspective (graphical); Psychology; Health professionals; Medical education; Psychiatry; Medicine; Health care","authors":[{"name":"Shalom Coodin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02073609676449635,"gpt":0.4388990493381579,"spread":0.4181629525736616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004679642,0.0002347064,0.0006059562,0.0008453195,0.0005142725,0.00002293657,0.0006086945,0.0003048904,0.0005105226],"category_scores_gemma":[0.003203292,0.0001916441,0.0002171732,0.0005737729,0.00005742084,0.0002482641,0.00007793974,0.002417987,0.0001101587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006594584,"about_ca_system_score_gemma":0.003052501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002768119,"about_ca_topic_score_gemma":0.0003396694,"domain_scores_codex":[0.9939615,0.001867097,0.00160356,0.0003198923,0.001646246,0.0006017004],"domain_scores_gemma":[0.993216,0.005176667,0.0006310293,0.0003069284,0.0001128948,0.0005565214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007936215,0.0006095233,0.8929555,0.0008895927,0.00003660647,0.00003283548,0.01012905,0.000004849267,0.00001547207,0.00154073,0.06738204,0.02561022],"study_design_scores_gemma":[0.008074505,0.001657012,0.9386711,0.001038864,0.00003849899,0.00004266142,0.001527393,0.00001000409,0.000001366583,0.005166512,0.0435462,0.0002259012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352866,0.001507403,0.0007608645,0.05563924,0.002458628,0.0009717732,0.000003035773,0.0000535412,0.003318946],"genre_scores_gemma":[0.9687556,0.001413487,0.0136888,0.01211054,0.002622117,0.00007905339,0.00001021722,0.00006072078,0.001259428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04571562,"threshold_uncertainty_score":0.9998835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2326980162","doi":"10.2975/29.2005.18.24","title":"How do People Who Receive Assertive Community Treatment Experience this Service?","year":2005,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Canadian Mental Health Association","keywords":"Assertive community treatment; Autonomy; Negotiation; Service (business); Mental illness; Psychology; Inclusion (mineral); Participatory action research; Public relations; Nursing; Mental health; Medicine; Social psychology; Psychotherapist; Sociology; Political science; Business; Marketing","authors":[{"name":"Terry Krupa","is_ca":true},{"name":"Shirley Eastabrook","is_ca":false},{"name":"Louise Hern","is_ca":false},{"name":"Diane Lee","is_ca":false},{"name":"R J North","is_ca":false},{"name":"Karen Percy","is_ca":false},{"name":"Barbie Von Briesen","is_ca":false},{"name":"Geoff Wing","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1114121835530678,"gpt":0.4232180545594408,"spread":0.3118058710063731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001633258,0.0002617758,0.00038742,0.0002601489,0.003509335,0.00006190474,0.0003002953,0.0001627999,0.000934172],"category_scores_gemma":[0.000198299,0.0002042649,0.0001559041,0.0006803944,0.00004126856,0.0006058012,0.00004870628,0.001131866,0.0003428843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434223,"about_ca_system_score_gemma":0.0004077268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006748802,"about_ca_topic_score_gemma":0.001471741,"domain_scores_codex":[0.9946153,0.002954084,0.0009855076,0.0002580372,0.0005417223,0.0006453306],"domain_scores_gemma":[0.9959722,0.001629341,0.0007569828,0.000480367,0.000627716,0.0005334064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003490568,0.001070825,0.5896673,0.0004571321,0.00003283234,4.455928e-7,0.3633207,0.00003061516,0.00001298504,0.0004089303,0.008862178,0.03578701],"study_design_scores_gemma":[0.006486712,0.006716463,0.394942,0.0007743163,0.00007928662,0.00001708964,0.41313,0.0006071134,0.00002378075,0.004384675,0.1722734,0.0005651877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961023,0.0006224193,0.0003650153,0.02842441,0.002003229,0.001445418,0.00002780033,0.00005541088,0.006033267],"genre_scores_gemma":[0.9794682,0.0003740899,0.01307436,0.003614777,0.0009586419,0.0004433568,0.00005270604,0.00002935047,0.001984538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1947253,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046323501","doi":"10.2975/29.2005.98.104","title":"A Narrative Approach to the Evaluation of Supportive Housing: Stories of Homeless People Who Have Experienced Serious Mental Illness.","year":2005,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Dignity; Mental illness; Supportive housing; Narrative; Psychological intervention; Psychology; Meaning (existential); Narrative inquiry; Population; Personal narrative; Mental health; Psychiatry; Gerontology; Medicine; Psychotherapist; Political science","authors":[{"name":"Geoffrey Nelson","is_ca":true},{"name":"Juanne N. Clarke","is_ca":true},{"name":"Angela R. Febbraro","is_ca":true},{"name":"Maria Hatzipantelis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03979103515076155,"gpt":0.4188164112630361,"spread":0.3790253761122746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003796081,0.0001674249,0.0006074804,0.0002502894,0.001188099,0.00001981787,0.0002488502,0.0001215058,0.0002144477],"category_scores_gemma":[0.0008134904,0.0001183501,0.0001571167,0.0007536031,0.0001381337,0.0003328322,0.00004374907,0.0003771617,0.000005448118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758365,"about_ca_system_score_gemma":0.0007190229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002895238,"about_ca_topic_score_gemma":0.001852513,"domain_scores_codex":[0.9953871,0.001815596,0.001129242,0.0002307371,0.001125614,0.0003116483],"domain_scores_gemma":[0.99624,0.0004397036,0.00101876,0.0002348122,0.001932841,0.0001339402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001495757,0.0002395588,0.05439906,0.00008553471,0.00003519455,3.274141e-8,0.928059,0.0009845344,0.00004032662,0.0006767403,0.0004590649,0.01487138],"study_design_scores_gemma":[0.001063406,0.0003155813,0.1358621,0.00005788167,0.00004915033,5.475522e-7,0.8605443,0.0008667083,0.00003843916,0.0005287482,0.0005511824,0.0001219088],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916275,0.0005456215,0.001377608,0.002296895,0.0009407795,0.00168914,0.00001815496,0.00001344391,0.0014909],"genre_scores_gemma":[0.9960202,0.00005174657,0.002944472,0.00003898297,0.0005352685,0.0003227922,0.00000793685,0.00002089146,0.0000577053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08146305,"threshold_uncertainty_score":0.9138015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2326043632","doi":"10.2975/32.3.2009.208.214","title":"Taking culture seriously: Ethnolinguistic community perspectives on mental health.","year":2009,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Social Sciences and Humanities Research Council of Canada; Ontario Trillium Foundation","keywords":"Mental health; Middle Eastern Mental Health Issues & Syndromes; Somali; Mental distress; Participatory action research; Psychological intervention; Context (archaeology); Mental health law; Focus group; Psychology; Sociology; Psychiatry; Geography","authors":[{"name":"Laura Simich","is_ca":true},{"name":"Sarah Maiter","is_ca":false},{"name":"Elin Moorlag","is_ca":false},{"name":"Joanna Ochocka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01984078552415663,"gpt":0.3752893621039727,"spread":0.3554485765798161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00171517,0.0002180331,0.0002759994,0.0003791629,0.001677415,0.00008124563,0.0002511533,0.0001321861,0.0006092059],"category_scores_gemma":[0.0006609032,0.0001922528,0.0001846802,0.0005463728,0.00006675046,0.00011534,0.000006633873,0.001460436,0.0001249346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165883,"about_ca_system_score_gemma":0.000170647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001810126,"about_ca_topic_score_gemma":0.0001075929,"domain_scores_codex":[0.9967495,0.001404954,0.0007462615,0.000273456,0.0003683889,0.0004574321],"domain_scores_gemma":[0.9980529,0.0002836874,0.0006752604,0.0003926009,0.0002590314,0.00033655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005497893,0.001814925,0.01008164,0.00005895607,0.00005312588,0.000002859396,0.8176268,0.00004837817,0.00001048596,0.03495293,0.08131889,0.05348119],"study_design_scores_gemma":[0.002945997,0.008673826,0.6711663,0.0001009334,0.00002172584,0.0002784881,0.2739317,0.00003463754,5.748934e-7,0.02533662,0.01717877,0.0003304621],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218287,0.007576397,0.001101371,0.04340772,0.003941614,0.0008028108,0.00002374535,0.0001604258,0.02115724],"genre_scores_gemma":[0.9885798,0.0001946183,0.007243792,0.002747358,0.0009472027,0.00001192105,0.00001800802,0.00001856828,0.0002387465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6610847,"threshold_uncertainty_score":0.9996223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975968724","doi":"10.1037/prj0000014","title":"Meaningful inclusion of consumers in research and service delivery.","year":2013,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital","funders":"Mental Health Commission; Commission de la santé mentale du Canada","keywords":"Caucus; Inclusion (mineral); Mental health; Participatory action research; Public relations; Qualitative research; Focus group; Service delivery framework; Service (business); Citizen journalism; Psychology; Sociology; Political science; Business; Marketing; Social psychology; Psychiatry; Social science","authors":[{"name":"Jenna van Draanen","is_ca":true},{"name":"Jeyagobi Jeyaratnam","is_ca":true},{"name":"Patricia O’Campo","is_ca":true},{"name":"Stephen W. Hwang","is_ca":true},{"name":"Dawnmarie Harriott","is_ca":false},{"name":"Michael Koo","is_ca":false},{"name":"Vicky Stergiopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08502636383119566,"gpt":0.4667357355583442,"spread":0.3817093717271485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003408865,0.00007733565,0.0002735669,0.0005169834,0.001071056,0.0000153151,0.0001424492,0.0001380044,0.000497246],"category_scores_gemma":[0.0006337907,0.00006524668,0.00003158701,0.000932163,0.00009813494,0.000270379,0.0001827907,0.0008005401,0.00006241067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118413,"about_ca_system_score_gemma":0.0002449353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003313329,"about_ca_topic_score_gemma":0.002132934,"domain_scores_codex":[0.9970207,0.001339958,0.0007308511,0.0001480767,0.0004455259,0.0003149083],"domain_scores_gemma":[0.9959286,0.002143798,0.0002451475,0.0001189084,0.001424195,0.0001393876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004680811,0.0001000196,0.8570391,0.0002912955,0.000007065132,4.416292e-7,0.1321034,0.000004599573,0.0001928242,0.001894988,0.0003066364,0.008012828],"study_design_scores_gemma":[0.001134331,0.0002698705,0.654577,0.0001939529,0.000004957238,4.86633e-7,0.2721068,0.0001399709,0.000002103769,0.07078367,0.0007078141,0.00007905067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888594,0.0009923616,0.00002722284,0.007482522,0.0003759003,0.0005408053,0.000001510054,0.000009136759,0.001711097],"genre_scores_gemma":[0.9965314,0.0003740867,0.00281147,0.00006995145,0.0001143111,0.00004309852,0.000001159385,0.00001153929,0.00004303765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2024621,"threshold_uncertainty_score":0.8237802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983798462","doi":"10.2975/34.1.2010.61.64","title":"Exploring the construct validity of the Transtheoretical Model to structure physical activity interventions for individuals with serious mental illness.","year":2010,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Physical Activity and Health","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Transtheoretical model; Psychological intervention; Psychology; Construct (python library); Mental illness; Clinical psychology; Population; Construct validity; Self-efficacy; Intervention (counseling); Behavior change; Mental health; Physical activity; Psychotherapist; Social psychology; Psychometrics; Medicine; Psychiatry; Physical therapy","authors":[{"name":"Paul Gorczynski","is_ca":false},{"name":"Guy Faulkner","is_ca":false},{"name":"Steven G. Greening","is_ca":false},{"name":"Tony Cohn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06262765099024771,"gpt":0.3574314669752647,"spread":0.294803815985017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004861647,0.000135834,0.0003232566,0.00008514102,0.0004523446,0.00002859222,0.0001753735,0.00004155394,0.00001472626],"category_scores_gemma":[0.0002914836,0.0000686174,0.0004133748,0.0003454145,0.0003393606,0.0002290766,0.0000214544,0.0007893781,5.582438e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004527178,"about_ca_system_score_gemma":0.0002388064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003721438,"about_ca_topic_score_gemma":0.0000227478,"domain_scores_codex":[0.9987578,0.0001597702,0.0002694108,0.0001843948,0.0004216221,0.0002070232],"domain_scores_gemma":[0.9986439,0.000554707,0.0001923166,0.0002585637,0.0001743534,0.0001761795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008558021,0.01674255,0.1268636,0.003918125,0.0009965764,0.000001619675,0.08756974,0.004537597,0.08880956,0.2515183,0.002613529,0.4078708],"study_design_scores_gemma":[0.007745055,0.009214927,0.7570056,0.0005265257,0.001032007,0.0004623248,0.003607173,0.01016225,0.008283854,0.2004376,0.0009811086,0.0005416308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620393,0.000003077709,0.01079012,0.02537069,0.0005402561,0.001107733,0.00009396365,0.00001170887,0.00004314559],"genre_scores_gemma":[0.9861917,0.000003095244,0.01327956,0.0001038616,0.0003351328,0.00006507518,0.000001736474,0.0000147916,0.000005053268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.630142,"threshold_uncertainty_score":0.3479114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313451264","doi":"10.1037/prj0000168","title":"Mental illness sexual stigma: Implications for health and recovery.","year":2016,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"National Institute of Mental Health","keywords":"Mental illness; Stigma (botany); Psychiatry; Human sexuality; PsycINFO; Outpatient clinic; Clinical psychology; Social stigma; Mental health; Population; Psychology; Medicine; MEDLINE; Human immunodeficiency virus (HIV); Family medicine","authors":[{"name":"Milton L. Wainberg","is_ca":false},{"name":"Francine Cournos","is_ca":false},{"name":"Melanie M. Wall","is_ca":true},{"name":"Andrea Norcini Pala","is_ca":false},{"name":"Claudio Gruber Mann","is_ca":false},{"name":"Diana Pinto","is_ca":false},{"name":"Veronica Pinho","is_ca":false},{"name":"Karen McKinnon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02395732584490232,"gpt":0.3439261493153537,"spread":0.3199688234704514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005377385,0.0001181724,0.0002244904,0.0002486221,0.0006202799,0.00002853504,0.00003276932,0.00004383011,0.00009004473],"category_scores_gemma":[0.0007972986,0.00007547209,0.00008580657,0.0002317915,0.00007962858,0.0001766361,0.00001161026,0.00008859047,0.00001544549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565899,"about_ca_system_score_gemma":0.0002204074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003043646,"about_ca_topic_score_gemma":0.000002448101,"domain_scores_codex":[0.9988572,0.00006841089,0.0004677194,0.0002436414,0.0001606952,0.0002023401],"domain_scores_gemma":[0.9984643,0.0005667107,0.0002104656,0.0001462833,0.0002947152,0.000317499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001102098,0.0002412345,0.3422825,0.0001090151,0.0001092149,1.191526e-7,0.001380578,0.000001088892,0.0003889028,0.002044244,0.2717027,0.3806382],"study_design_scores_gemma":[0.006308454,0.005895112,0.7159545,0.00004753467,0.00006253993,0.0003889502,0.005310892,0.000008482612,0.000003144094,0.007813321,0.2580173,0.0001898117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5175058,0.002554949,0.09604342,0.3784609,0.00355312,0.001163134,0.00007220238,0.0001025554,0.0005438981],"genre_scores_gemma":[0.8779651,0.003714904,0.0887539,0.01384387,0.003921258,0.0004986107,0.00006029817,0.0001075251,0.01113456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3804484,"threshold_uncertainty_score":0.4770754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996535301","doi":"10.1037/h0094979","title":"Participant perspectives on housing first and recovery: Early findings from the At Home/Chez Soi project.","year":2013,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Mental Health Commission of Canada; Douglas Mental Health University Institute","funders":"Health Canada","keywords":"Personhood; Housing First; Psychology; Qualitative research; Social isolation; Participant observation; Mental illness; Identity (music); Public housing; Narrative; Gerontology; Mental health; Sociology; Medicine; Psychotherapist; Social science; Political science","authors":[{"name":"Lauren Polvere","is_ca":true},{"name":"Eric Macnaughton","is_ca":true},{"name":"Myra Piat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04158501192168607,"gpt":0.3642860222718741,"spread":0.3227010103501881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001118737,0.0001719167,0.0003373961,0.0001405259,0.00279792,0.000136982,0.0001557203,0.0001489953,0.0006149347],"category_scores_gemma":[0.0008281103,0.0001107235,0.0001225801,0.0003408054,0.0001322802,0.000344173,0.00005373505,0.0006993953,0.0002154138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002575148,"about_ca_system_score_gemma":0.0001671146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328853,"about_ca_topic_score_gemma":0.001178187,"domain_scores_codex":[0.9974477,0.0008824933,0.0005988682,0.0002919073,0.0003455832,0.000433391],"domain_scores_gemma":[0.9960021,0.003043807,0.0003313956,0.0002078839,0.0002705685,0.0001442252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008491983,0.00006936344,0.6358477,0.0000297595,0.00003669569,4.343744e-7,0.3593052,0.000005901642,0.00001413982,0.0005753972,0.002714165,0.001316282],"study_design_scores_gemma":[0.0005837792,0.0003175291,0.65048,0.00009882981,0.00003248559,2.785675e-7,0.3408357,0.00002553714,4.43925e-7,0.006603772,0.0009101445,0.0001114581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843425,0.001271933,0.00006140764,0.01195414,0.001071341,0.0008894614,0.00001278154,0.00004131675,0.0003551835],"genre_scores_gemma":[0.9966642,0.0006065128,0.001270625,0.0001577007,0.0009801623,0.0001461934,0.000002382611,0.00002921933,0.0001429494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01846951,"threshold_uncertainty_score":0.9985003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987270042","doi":"10.2975/26.2003.422.426","title":"Interpreting narratives of motivation and schizophrenia: A biopsychosocial understanding.","year":2003,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Biopsychosocial model; Psychosocial; Psychology; Schizophrenia (object-oriented programming); Narrative; Identification (biology); Psychotherapist; Cognitive psychology; Psychiatry","authors":[{"name":"Katherine Boydell","is_ca":true},{"name":"Brenda Gladstone","is_ca":true},{"name":"Tiziana Volpe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03189484141400707,"gpt":0.2682716763598511,"spread":0.236376834945844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007353415,0.0001176926,0.0001700335,0.0002791808,0.0006024445,0.00009058796,0.00006026292,0.00004342997,0.000600902],"category_scores_gemma":[0.0002126504,0.000101146,0.00008897169,0.0001192748,0.0002149706,0.0002773817,0.000004936703,0.0002173903,0.000004014513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006727202,"about_ca_system_score_gemma":0.00009096522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006329943,"about_ca_topic_score_gemma":0.0000273605,"domain_scores_codex":[0.9986448,0.0002599513,0.0005612499,0.0001521416,0.0002100847,0.0001717938],"domain_scores_gemma":[0.9990659,0.0002471691,0.0003854199,0.00007758062,0.0001092479,0.0001147171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002379838,0.0001527737,0.03630845,0.0001762075,0.00003288502,1.935145e-7,0.1161226,0.000001859009,0.00002792468,0.8420204,0.003389066,0.001529696],"study_design_scores_gemma":[0.002539809,0.001542331,0.007355132,0.0001916536,0.00002976144,0.00004308147,0.2596487,0.00002205442,0.000004627953,0.7119284,0.0164208,0.0002736205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475483,0.00121469,0.002502784,0.004675672,0.003805165,0.0002775942,0.000009595624,0.0000229524,0.03994321],"genre_scores_gemma":[0.9917629,0.00003236755,0.007589442,0.0001107607,0.000397991,0.000005319936,0.00000170403,0.00001195073,0.00008757691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1435261,"threshold_uncertainty_score":0.6579456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050545297","doi":"10.2975/29.2005.10.17","title":"\"It's overwhelming...Everything seems to be too much:\" A theory of crisis for individuals with severe persistent mental illness.","year":2005,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; St. Michael's Hospital","funders":"Centre for Addiction and Mental Health; Ontario Ministry of Health and Long-Term Care; American Psychological Association","keywords":"Feeling; Anger; Mental illness; Psychology; Crisis intervention; Vulnerability (computing); Identity crisis; Aggression; Grounded theory; Euphoriant; Psychiatry; Social psychology; Mental health; Clinical psychology; Qualitative research; Personality; Sociology; Social science","authors":[{"name":"Jeffrey S. Ball","is_ca":true},{"name":"Paul S. Links","is_ca":true},{"name":"Carol Strıke","is_ca":true},{"name":"Katherine Boydell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01735375324210723,"gpt":0.3227192773939619,"spread":0.3053655241518547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002050592,0.0003160502,0.0004648777,0.0006627205,0.0005015787,0.00007128398,0.0003881921,0.0001578604,0.000752905],"category_scores_gemma":[0.0000466227,0.0002665286,0.0004696651,0.0007584143,0.00006041751,0.0004160387,0.00004325098,0.0003294124,0.00003155743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932298,"about_ca_system_score_gemma":0.0002202232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009495448,"about_ca_topic_score_gemma":0.000115275,"domain_scores_codex":[0.9967284,0.0003411206,0.001129723,0.0005143483,0.0006914105,0.0005950087],"domain_scores_gemma":[0.9973659,0.0007680238,0.0007079734,0.0004126717,0.0003420947,0.0004033341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004226196,0.001913261,0.01839325,0.0005839375,0.0008162312,0.000003333999,0.4754505,0.0004548039,0.00003754098,0.005069254,0.431678,0.06137374],"study_design_scores_gemma":[0.007938601,0.007597163,0.01205398,0.0001631235,0.0004672901,0.001071229,0.5666416,0.0000397796,0.00001872182,0.003013835,0.4002179,0.0007768088],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222705,0.002173089,0.002124368,0.06142141,0.004265356,0.001832375,0.0002191017,0.00005244768,0.005641295],"genre_scores_gemma":[0.9260424,0.00006072571,0.05866145,0.01312076,0.0009689628,0.0002124465,0.00002575749,0.00006120431,0.0008462513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0911911,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119457162","doi":"10.1037/prj0000009","title":"Healthy living? By whose standards? Engaging mental health service recipients to understand their perspectives of, and barriers to, healthy living.","year":2013,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Mental health; Gerontology; Population; Stigma (botany); Friendship; Medicine; Focus group; Psychology; Context (archaeology); Psychiatry; Social psychology; Environmental health; Sociology","authors":[{"name":"Candida Graham","is_ca":true},{"name":"Brenda Griffiths","is_ca":true},{"name":"Sherri M. Tillotson","is_ca":true},{"name":"Crystal Rollings","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0132503589216992,"gpt":0.3467470529996912,"spread":0.333496694077992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002761522,0.0003340553,0.0005205061,0.000634554,0.001365041,0.0001538409,0.0002728144,0.00009775747,0.002020141],"category_scores_gemma":[0.0004241566,0.0002928579,0.0001087132,0.0009700904,0.00007656552,0.0004798185,0.0000740629,0.0004559451,0.00005335356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342863,"about_ca_system_score_gemma":0.0004436933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009910222,"about_ca_topic_score_gemma":0.0001790883,"domain_scores_codex":[0.9956388,0.00118233,0.001118988,0.0006314456,0.0006390901,0.0007892842],"domain_scores_gemma":[0.9957436,0.00102598,0.0005964841,0.0003384319,0.0004304749,0.001865029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001060956,0.001080457,0.2040767,0.0004154749,0.0001419696,5.024963e-7,0.5118749,0.00001156705,0.00002515695,0.0004711543,0.2229703,0.05787084],"study_design_scores_gemma":[0.00274917,0.0119636,0.2830096,0.0007338809,0.0000244072,0.00005681221,0.6940599,0.00006498934,0.000001628184,0.001076703,0.005753839,0.0005054627],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8961887,0.007434124,0.000759562,0.09093843,0.001844379,0.002082401,0.0001664888,0.00003681621,0.0005491035],"genre_scores_gemma":[0.9863499,0.0005202495,0.004789701,0.007816247,0.0002400488,0.00008983659,0.000005911468,0.00004925583,0.0001388465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2172165,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011140591","doi":"10.1037/h0095083","title":"An evaluation of the social recreation component of a community mental health program.","year":2001,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Providence Health Care","funders":"","keywords":"Loneliness; Recreation; Mental health; Psychology; Component (thermodynamics); Applied psychology; Life satisfaction; Focus group; Clinical psychology; Gerontology; Social psychology; Psychiatry; Medicine; Sociology","authors":[{"name":"Pauline Petryshen","is_ca":true},{"name":"J. D. Hawkins","is_ca":false},{"name":"Tabatha A. Fronchak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05429830592551541,"gpt":0.4288132447178628,"spread":0.3745149387923473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007472012,0.0001488072,0.0002896212,0.0003025952,0.0007481282,0.0000343765,0.0003967196,0.0000782451,0.0003189067],"category_scores_gemma":[0.0001253613,0.0001194682,0.0002196803,0.0008197865,0.0001753941,0.0002384335,0.00002574916,0.0003555937,0.000005214368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003433039,"about_ca_system_score_gemma":0.0002136725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005146159,"about_ca_topic_score_gemma":0.000108019,"domain_scores_codex":[0.9912369,0.006179675,0.001105557,0.0001593795,0.00110797,0.0002105754],"domain_scores_gemma":[0.996929,0.0001883059,0.001530544,0.0004966007,0.0007700702,0.00008546624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003394527,0.004442039,0.606872,0.00008022543,0.0001485551,5.578915e-8,0.04867015,0.0005145371,0.00007164036,0.005598919,0.007766276,0.3254962],"study_design_scores_gemma":[0.002152796,0.001310323,0.968712,0.00003500837,0.00009960811,0.00001858472,0.01857562,0.0006109176,0.000003400449,0.006936789,0.001451235,0.00009366767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847054,0.000278999,0.001223727,0.007915208,0.001568673,0.001861144,0.000007120032,0.00003001214,0.002409719],"genre_scores_gemma":[0.9955932,0.00002864311,0.003939853,0.00003238373,0.0001924245,0.0001077385,0.00004371889,0.0000186722,0.00004328846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3618401,"threshold_uncertainty_score":0.5754073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328756249","doi":"10.1037/prj0000137","title":"Building trust with people receiving supported employment and housing first services.","year":2015,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Health Canada","keywords":"Facilitator; Supported employment; Housing First; Thematic analysis; Alliance; Public relations; Service (business); Qualitative research; Psychology; Service provider; Vocational education; Work (physics); Mental illness; Nursing; Mental health; Business; Sociology; Social psychology; Marketing; Medicine; Political science; Pedagogy; Psychiatry","authors":[{"name":"Daniel Poremski","is_ca":true},{"name":"Rob Whitley","is_ca":true},{"name":"Éric Latimer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0241735386353223,"gpt":0.3645294678902026,"spread":0.3403559292548803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001742819,0.0001619053,0.0003679712,0.0002323038,0.001356783,0.00007920561,0.0001185442,0.0001214719,0.0001015336],"category_scores_gemma":[0.0001991705,0.000127081,0.00005045371,0.0005386804,0.00004080284,0.000395786,0.00003945352,0.0005079929,0.00001626768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324451,"about_ca_system_score_gemma":0.0003208019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006144115,"about_ca_topic_score_gemma":0.004939331,"domain_scores_codex":[0.9978607,0.0004199931,0.0006538559,0.0002337165,0.0004279479,0.0004037808],"domain_scores_gemma":[0.9980187,0.0004924833,0.0004598471,0.0001556146,0.0004930386,0.0003803031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008004323,0.00005174165,0.8973466,0.0002152387,0.00001967629,0.000001567523,0.0992543,0.00007674011,0.000004279365,0.0003270475,0.0002275955,0.002395209],"study_design_scores_gemma":[0.002453763,0.0005295658,0.6753807,0.000368035,0.00006542392,0.000006558746,0.3107036,0.000387769,8.295404e-7,0.004409054,0.00544737,0.0002473794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913947,0.000592876,0.002113129,0.003846324,0.0009267666,0.0004162719,0.000002930291,0.00006765724,0.0006393236],"genre_scores_gemma":[0.9766905,0.0001056175,0.02232353,0.00008262225,0.0006619343,0.00003413848,0.000002935727,0.00003492037,0.00006380925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2219659,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093002690","doi":"10.2975/33.3.2010.232.235","title":"Choice and outcome in mental health supported housing.","year":2010,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Mental health; Psychology; Social support; Baseline (sea); Physical health; Outcome (game theory); Bonferroni correction; Longitudinal study; Life satisfaction; Gerontology; Perception; Medicine; Psychiatry; Social psychology; Economics; Political science","authors":[{"name":"Jill G. Grant","is_ca":true},{"name":"Anne Westhues","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02867065657931597,"gpt":0.4374086991673432,"spread":0.4087380425880273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002266934,0.0001176626,0.000359591,0.0003148986,0.0009613142,0.00002819877,0.0000989328,0.0001407517,0.0003725078],"category_scores_gemma":[0.0005907054,0.0001017973,0.00006256316,0.0003848354,0.00006501497,0.0002226361,0.00002439842,0.001274511,0.00002798815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178397,"about_ca_system_score_gemma":0.0003365569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006498972,"about_ca_topic_score_gemma":0.00775921,"domain_scores_codex":[0.9976434,0.0005569726,0.0009713354,0.0001843695,0.0002472792,0.0003966825],"domain_scores_gemma":[0.9984872,0.0005919554,0.0004154577,0.0001299453,0.0001220008,0.0002534386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000143305,0.00008020594,0.9580734,0.00008719966,0.000004108646,3.797025e-7,0.03184007,5.758591e-7,0.00002407706,0.0007796974,0.0005253066,0.008570668],"study_design_scores_gemma":[0.001369924,0.0001417067,0.941283,0.00002996246,0.000003733679,0.000001354512,0.04284212,0.00003245408,1.166806e-7,0.002375638,0.01182064,0.00009926756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764962,0.0003287727,0.0000600095,0.0187346,0.003324182,0.0004718576,0.000007554882,0.00003158832,0.0005452987],"genre_scores_gemma":[0.9937502,0.0001382021,0.004994654,0.0003508016,0.0006419588,0.00001954039,0.000005349317,0.00001918578,0.00008007819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0183838,"threshold_uncertainty_score":0.7393749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049728441","doi":"10.2975/31.2.2007.125.130","title":"Early psychosis, activity performance and social participation: A conceptual model to guide rehabilitation and recovery.","year":2007,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Hamilton Health Sciences","keywords":"Constructivist grounded theory; Rehabilitation; Conceptual model; Psychology; Grounded theory; Context (archaeology); Psychiatric rehabilitation; Intervention (counseling); Negotiation; Set (abstract data type); Applied psychology; Developmental psychology; Social psychology; Qualitative research; Psychotherapist; Psychiatry; Mental health; Mental illness; Sociology; Computer science; Social science","authors":[{"name":"Harriet Woodside","is_ca":false},{"name":"Terry Krupa","is_ca":false},{"name":"Karen Pocock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02247586662878023,"gpt":0.343911687960227,"spread":0.3214358213314468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00146947,0.0001693607,0.0002582429,0.0004049328,0.0004013806,0.0000741976,0.00005052604,0.00007799148,0.00002723689],"category_scores_gemma":[0.0006658189,0.0001466338,0.00009999537,0.0003929923,0.0001741508,0.0003910733,0.00002179436,0.0002984334,0.00001309972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296952,"about_ca_system_score_gemma":0.0001900724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001710632,"about_ca_topic_score_gemma":0.0000256669,"domain_scores_codex":[0.9981568,0.0001191928,0.0004999026,0.000333235,0.0005283552,0.0003625548],"domain_scores_gemma":[0.9982517,0.000647829,0.0001537745,0.0001538565,0.0003545895,0.0004381947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01732754,0.0007130172,0.6323085,0.0001596121,0.0001223458,0.000004565512,0.01353829,0.0001322283,0.0004471889,0.001631641,0.005140366,0.3284747],"study_design_scores_gemma":[0.004018276,0.005876233,0.9847107,0.00003680491,0.00007518817,0.00004964706,0.001057688,0.001082908,0.00001965731,0.002454271,0.0004754075,0.0001432306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771881,0.0001601408,0.006112015,0.01533905,0.0001835211,0.0006507831,0.000005719266,0.00002893453,0.000331786],"genre_scores_gemma":[0.8960714,0.00006609057,0.1032294,0.0001592004,0.0002922542,0.00004685148,0.00000288197,0.00001655649,0.0001153661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524022,"threshold_uncertainty_score":0.5979555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329954866","doi":"10.2975/35.4.2012.333.335","title":"Recovery through the lens of cultural diversity.","year":2012,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Diversity (politics); Focus group; Service provider; Mental health; Cultural diversity; Service (business); Public relations; Cultural competence; Culturally appropriate; Nursing; Psychology; Sociology; Medicine; Business; Political science; Gerontology; Marketing; Pedagogy; Psychiatry","authors":[{"name":"Nora Jacobson","is_ca":true},{"name":"Deqa Farah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1688925037347905,"gpt":0.4247419748332346,"spread":0.2558494710984441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001787728,0.00009637188,0.0001554096,0.00007417142,0.002018594,0.000004612068,0.0001735377,0.00007526981,0.0005444932],"category_scores_gemma":[0.0001635638,0.0000573292,0.0001433941,0.0002843445,0.00006497785,0.0006000652,0.00008895005,0.0005137487,0.0001470685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810049,"about_ca_system_score_gemma":0.0001167822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001325346,"about_ca_topic_score_gemma":0.00001239252,"domain_scores_codex":[0.9973982,0.000914797,0.0007549173,0.00008912072,0.0004158808,0.0004271],"domain_scores_gemma":[0.9977624,0.001061907,0.0006193258,0.0001781281,0.0002403388,0.000137923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015942,0.0002043496,0.8830737,0.0003948328,0.00002245647,4.900695e-8,0.06560386,0.00001814428,0.000006357497,0.004363703,0.0446378,0.001515265],"study_design_scores_gemma":[0.00260616,0.001823405,0.6506393,0.0003638872,0.0001099851,0.00001014575,0.1498449,0.00001372276,0.000004584394,0.02302155,0.1713109,0.000251402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702384,0.00165232,0.000617135,0.005166653,0.007396419,0.0007120208,0.00001612627,0.00001514959,0.01418581],"genre_scores_gemma":[0.9904226,0.0003943493,0.005799638,0.001884627,0.001083254,0.00002178028,0.00001274314,0.000008278519,0.0003727133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2324345,"threshold_uncertainty_score":0.9992806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2928797246","doi":"10.1037/prj0000355","title":"Implementation of supported employment in the context of a national Canadian program: Facilitators, barriers and strategies.","year":2019,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Mental Health Association; Douglas Mental Health University Institute; Douglas College; McGill University","funders":"Employment and Social Development Canada","keywords":"Facilitator; Thematic analysis; Context (archaeology); PsycINFO; Subsidy; Psychology; Public relations; Flexibility (engineering); Focus group; Medical education; Business; Political science; Qualitative research; Social psychology; Medicine; Sociology; MEDLINE; Marketing; Management","authors":[{"name":"Éric Latimer","is_ca":true},{"name":"François Bordeleau","is_ca":true},{"name":"Christian Méthot","is_ca":true},{"name":"Tania Barrie","is_ca":true},{"name":"Andrea Ferkranus","is_ca":true},{"name":"Steve Lurie","is_ca":true},{"name":"Rob Whitley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01498778513542227,"gpt":0.3609168258042147,"spread":0.3459290406687925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002929013,0.00007259298,0.0001310974,0.0003071107,0.0001537456,0.00006861504,0.0001554013,0.00004317511,0.0008654872],"category_scores_gemma":[0.0002623711,0.00005979777,0.00006817497,0.0005255152,0.0002108378,0.0002997186,0.000004554333,0.0001115246,0.000003631157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002663931,"about_ca_system_score_gemma":0.003061383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0761563,"about_ca_topic_score_gemma":0.1927572,"domain_scores_codex":[0.9980267,0.0004609388,0.0005686642,0.0001295769,0.0006163609,0.0001977231],"domain_scores_gemma":[0.9989045,0.0002466582,0.0002245365,0.00009262723,0.0003562779,0.0001753881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001403693,0.00009038574,0.8407476,0.00002749095,0.00001301149,5.617877e-8,0.111949,0.0000107166,0.000006564821,0.03594251,0.001848643,0.009349932],"study_design_scores_gemma":[0.0005025116,0.0002926711,0.4430506,0.000007518024,0.000005936674,0.000001113686,0.5361535,0.000005414425,0.000001457685,0.005922016,0.01400529,0.00005198097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837659,0.00007689468,0.000006461143,0.01203171,0.0003341627,0.0008787577,0.00002337617,0.000005082454,0.002877641],"genre_scores_gemma":[0.9990312,0.0000262492,0.0006711727,0.0001559121,0.00003542715,0.00004350706,0.000006540954,0.000003618456,0.00002634223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4242045,"threshold_uncertainty_score":0.9476478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335570406","doi":"10.1037/h0094980","title":"Mental health consumers and providers dialogue in an institutional setting: A participatory approach to promoting recovery-oriented care.","year":2013,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Empowerment; Participatory action research; Mental health; Psychology; Public relations; Health care; Vulnerability (computing); Sociology; Medical education; Nursing; Medicine; Political science; Psychotherapist","authors":[{"name":"Ronna Schwartz","is_ca":true},{"name":"Orly Estein","is_ca":false},{"name":"Janina Komaroff","is_ca":false},{"name":"Judy Lamb","is_ca":false},{"name":"Melissa Myers","is_ca":false},{"name":"Janet Stewart","is_ca":false},{"name":"Luis Vacaflor","is_ca":false},{"name":"Melissa Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08166900539315183,"gpt":0.3946707494177626,"spread":0.3130017440246108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002262161,0.0001906199,0.0002797609,0.000458953,0.001539995,0.00003708338,0.0001079293,0.0000990529,0.00005490057],"category_scores_gemma":[0.0002385075,0.0001713083,0.00005276263,0.0004435154,0.00007854799,0.0006132095,0.00004374628,0.000649475,0.00004200979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000319,"about_ca_system_score_gemma":0.001249264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006219806,"about_ca_topic_score_gemma":0.0003047907,"domain_scores_codex":[0.9954079,0.001653623,0.001366145,0.0004024465,0.0004380755,0.0007317628],"domain_scores_gemma":[0.9978731,0.0002965419,0.0005023389,0.0001691978,0.0002417185,0.0009171561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001218134,0.0003707587,0.8770883,0.001184823,0.000007833291,2.163698e-7,0.1050697,0.00005574672,0.0000104182,0.0003328192,0.002093338,0.01366416],"study_design_scores_gemma":[0.004320399,0.003630284,0.8255695,0.0007774325,0.00001140636,0.00001126132,0.1578667,0.001400499,9.327211e-7,0.001215111,0.004853938,0.0003425026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986257,0.0005491254,0.0005851726,0.005598821,0.001662622,0.004749237,0.00002693274,0.00003409844,0.0005370173],"genre_scores_gemma":[0.9587095,0.0000424695,0.03679674,0.003207997,0.0001914042,0.0008522894,0.0001633377,0.00002064025,0.00001565757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05279697,"threshold_uncertainty_score":0.9997599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005091334","doi":"10.1037/h0094575","title":"The shift to rapid job placement for people living with mental illness: An analysis of consequences.","year":2012,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; McMaster University","funders":"Canadian Occupational Therapy Foundation","keywords":"Mental illness; Supported employment; Government (linguistics); Focus group; Public relations; Service (business); Business; Psychology; Mental health; Political science; Marketing; Work (physics); Psychiatry","authors":[{"name":"Rebecca Gewurtz","is_ca":true},{"name":"Cheryl Cott","is_ca":true},{"name":"Brian Rush","is_ca":true},{"name":"Bonnie Kirsh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01844174222132046,"gpt":0.3453452852844113,"spread":0.3269035430630908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004465178,0.00009078337,0.0001832582,0.0002530608,0.001121589,0.0001402007,0.000236812,0.00003137041,0.0003978392],"category_scores_gemma":[0.0008830704,0.00006197989,0.0001639324,0.001156445,0.0002414659,0.0003925417,0.0000107402,0.00006829897,0.00000428453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682141,"about_ca_system_score_gemma":0.0002736802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003112032,"about_ca_topic_score_gemma":0.003932874,"domain_scores_codex":[0.9980192,0.0004992837,0.000451546,0.0001472848,0.0005530344,0.0003296396],"domain_scores_gemma":[0.9977716,0.001202528,0.0002509714,0.000187436,0.0002538054,0.0003337077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007827249,0.0004890552,0.7530868,0.00001092042,0.0001534559,4.62352e-9,0.2316373,0.0002692314,0.000008895482,0.008918379,0.001520976,0.003826753],"study_design_scores_gemma":[0.0002419233,0.0006581418,0.6757103,0.00001140328,0.0002536824,6.656318e-7,0.3083205,0.00003255625,0.000002536256,0.0006066973,0.01403372,0.0001278954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725202,0.0001649153,0.002979383,0.02173304,0.001201321,0.0006447302,0.000009339243,0.00001392079,0.0007331687],"genre_scores_gemma":[0.992511,0.00003193854,0.006821236,0.0001544236,0.0002727155,0.0001042884,0.000003095503,0.000006833296,0.00009444304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07737655,"threshold_uncertainty_score":0.8626468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075979511","doi":"10.2975/27.2004.283.286","title":"Participant perspectives on satisfaction with Assertive Community Treatment.","year":2004,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Assertiveness; Feeling; Assertive community treatment; Psychology; Social psychology; Closed-ended question; Applied psychology; Psychotherapist; Mental health","authors":[{"name":"Cristina Redko","is_ca":true},{"name":"Janet Durbin","is_ca":true},{"name":"Donald Wasylenki","is_ca":false},{"name":"Terry Krupa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06631524629335338,"gpt":0.4304182354821253,"spread":0.3641029891887719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008437471,0.0001624688,0.000329477,0.000185541,0.002587253,0.00002987672,0.00007927919,0.0001054475,0.0001669898],"category_scores_gemma":[0.0003162045,0.0001091217,0.0001053465,0.000361622,0.00008820694,0.0002442774,0.000007733513,0.0008920369,0.0001075121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008636311,"about_ca_system_score_gemma":0.000421917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357709,"about_ca_topic_score_gemma":0.005474434,"domain_scores_codex":[0.9971996,0.001569968,0.0004579948,0.0001558704,0.0002857382,0.0003308568],"domain_scores_gemma":[0.9980104,0.0008869697,0.0003440344,0.0002153814,0.0003709374,0.0001722974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003824216,0.0007175994,0.4857256,0.00003050159,0.00008025687,0.000001708672,0.4999261,0.0004176958,0.00001742216,0.009647059,0.00002308345,0.003030512],"study_design_scores_gemma":[0.001650654,0.002861903,0.4918584,0.00006213339,0.00003945355,7.977892e-7,0.4957464,0.000001709377,0.000001593448,0.007597182,0.0000993526,0.00008045051],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935006,0.0001613781,0.000797065,0.002859499,0.0005124686,0.0005041253,0.000005395262,0.00006095662,0.001598439],"genre_scores_gemma":[0.9963114,0.0001604864,0.002888454,0.00005100377,0.0004070217,0.0001067062,0.000002594728,0.00002183748,0.00005049512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006132742,"threshold_uncertainty_score":0.9987112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2408266506","doi":"10.1037/prj0000139","title":"Validation of the brief version of the Recovery Self-Assessment (RSA-B) using Rasch measurement theory.","year":2015,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Rasch model; Psychometrics; Item response theory; Psychology; Rating scale; Classical test theory; Raw score; Reliability (semiconductor); Assertive community treatment; Scale (ratio); Clinical psychology; Applied psychology; Mental illness; Psychiatry; Statistics; Developmental psychology; Mental health; Raw data; Mathematics","authors":[{"name":"Skye Barbic","is_ca":true},{"name":"Sean A. Kidd","is_ca":true},{"name":"Larry Davidson","is_ca":false},{"name":"Kwame McKenzie","is_ca":true},{"name":"Maria O’Connell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1268010000949377,"gpt":0.4045126117081714,"spread":0.2777116116132338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01034879,0.0001298382,0.0002214803,0.0001399415,0.0008231502,0.000007710964,0.0003069963,0.00009823,0.0001061332],"category_scores_gemma":[0.0003981433,0.00007484773,0.0002125595,0.0005806559,0.00005429862,0.0001793705,0.00008730254,0.0005606053,0.000006237906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367596,"about_ca_system_score_gemma":0.002499952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009322612,"about_ca_topic_score_gemma":0.00001000325,"domain_scores_codex":[0.9926004,0.004110664,0.001332956,0.0001621896,0.001519175,0.0002746631],"domain_scores_gemma":[0.9959452,0.0005713107,0.001717651,0.0004167653,0.001185395,0.0001636631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004451488,0.0005802289,0.9766463,0.001034235,0.00006130923,5.242935e-8,0.009310593,0.001326551,0.0004983849,0.002353859,0.006270979,0.001472383],"study_design_scores_gemma":[0.01127356,0.003433575,0.842669,0.003366665,0.000525498,0.00001151058,0.04139865,0.001398133,0.0009456567,0.08447889,0.01006935,0.0004294847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849706,0.0003012118,0.00220582,0.00173447,0.007256207,0.001522683,0.00001427212,0.00001089694,0.00198384],"genre_scores_gemma":[0.9898017,0.00003282681,0.00950833,0.0003404137,0.0002336082,0.00002198444,0.000004056327,0.00001412799,0.00004293351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1339772,"threshold_uncertainty_score":0.6331089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}