{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":133,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":133,"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":"8d89203c1e7d","filters":{"venue":"Issues in Mental Health Nursing"}},"results":[{"id":"W2123783391","doi":"10.3109/01612840.2012.673054","title":"Postpartum Depression is a Family Affair: Addressing the Impact on Mothers, Fathers, and Children","year":2012,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":401,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University of Alberta; University of Calgary; University of New Brunswick","funders":"","keywords":"Conceptualization; Postpartum depression; Depression (economics); Psychology; Mental health; Intervention (counseling); Developmental psychology; Social support; Cognition; Clinical psychology; Medicine; Psychiatry; Pregnancy; Psychotherapist","authors":[{"name":"Nicole Letourneau","is_ca":true},{"name":"Cindy‐Lee Dennis","is_ca":true},{"name":"Karen Benzies","is_ca":true},{"name":"Linda Duffett‐Leger","is_ca":true},{"name":"Moira Stewart","is_ca":true},{"name":"Panagiota Tryphonopoulos","is_ca":true},{"name":"Dave Este","is_ca":true},{"name":"William J. Watson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03805651827588268,"gpt":0.3977526868236777,"spread":0.359696168547795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088717,0.0001597708,0.0002029303,0.000158864,0.001156499,0.0005915572,0.0003211811,0.0006610788,0.001407692],"category_scores_gemma":[0.002718113,0.0001158761,0.0001513427,0.0002183374,0.0002818529,0.0004978492,0.0008610635,0.00067329,0.00009404907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006150245,"about_ca_system_score_gemma":0.002359324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005971614,"about_ca_topic_score_gemma":0.01955394,"domain_scores_codex":[0.9996126,0.0002440956,0.00001658132,0.00001694935,0.00004166265,0.00006806351],"domain_scores_gemma":[0.9991353,0.0003796168,0.0001467837,0.00001329899,0.00009045737,0.0002346742],"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":[0.0001627552,0.0006903306,0.223801,0.001940536,0.0001216299,0.005035026,0.01960161,0.0002144791,0.001789457,0.002407738,0.01318209,0.7310532],"study_design_scores_gemma":[0.0001026058,0.003356761,0.7198648,0.006192205,0.0005864183,0.01598609,0.1460949,0.0006941247,0.002005664,0.003247105,0.1018106,0.0000587076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841907,0.09087603,0.0009387425,0.05362205,0.0005614374,0.00005191777,0.00006013928,0.00001770869,0.01196496],"genre_scores_gemma":[0.9313641,0.06429312,0.0009339713,0.001801564,0.000240516,0.00003820407,0.00001403132,0.000003084419,0.001311601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005971614,"threshold_uncertainty_score":0.01187372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161016026","doi":"10.3109/01612840903484105","title":"Factorial Validity of the Center for Epidemiological Studies Depression 10 in Adolescents","year":2010,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":256,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Structural equation modeling; Psychology; Center for Epidemiologic Studies Depression Scale; Clinical psychology; Affect (linguistics); Depression (economics); Epidemiology; Population; Psychometrics; Scale (ratio); Test validity; Psychiatry; Medicine; Depressive symptoms; Statistics; Environmental health; Anxiety","authors":[{"name":"Kristina L. Bradley","is_ca":true},{"name":"Alexa Bagnell","is_ca":true},{"name":"Cyndi Brannen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1038159392314363,"gpt":0.4645826384844184,"spread":0.3607666992529822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01940878,0.000416509,0.0006712877,0.001415035,0.000660937,0.001068602,0.0006063811,0.0005752194,0.001265145],"category_scores_gemma":[0.03513979,0.0006064513,0.001489582,0.00151728,0.0005446469,0.0005725357,0.001238551,0.001160769,0.0002431934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008914304,"about_ca_system_score_gemma":0.001579838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004043917,"about_ca_topic_score_gemma":0.006999075,"domain_scores_codex":[0.9910451,0.004522691,0.00142315,0.0007075412,0.00200692,0.0002946308],"domain_scores_gemma":[0.9839506,0.007865817,0.003126059,0.00143102,0.003179518,0.0004469852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001637757,0.0001899968,0.9785389,0.00008236555,0.0002886001,0.00002967652,0.0006084067,0.000454385,0.0003068305,0.0007313392,0.0009610705,0.01764458],"study_design_scores_gemma":[0.00007859442,0.0003239191,0.993796,0.0001268548,0.0001384259,0.0001245932,0.000331459,0.002089719,0.0002688166,0.0007738804,0.001926234,0.00002153461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786747,0.001208388,0.009184831,0.0005526107,0.0001565366,0.001056144,0.003424323,0.0001022223,0.005640324],"genre_scores_gemma":[0.9790828,0.000566371,0.01453648,0.0001904316,0.00002774924,0.001617644,0.003393122,0.00002501003,0.0005603831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01940878,"threshold_uncertainty_score":0.1026447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158915776","doi":"10.3109/01612840.2010.550383","title":"If I Was Going to Kill Myself, I Wouldn't Be Calling You. I am Asking for Help: Challenges Influencing Immigrant and Refugee Women's Mental Health","year":2011,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":175,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Mental illness; Refugee; Exploratory research; Psychology; Coping (psychology); Qualitative research; Middle Eastern Mental Health Issues & Syndromes; Immigration; Psychiatry; Nursing; Medicine; Sociology","authors":[{"name":"Tam Truong Donnelly","is_ca":true},{"name":"Jihye Hwang","is_ca":true},{"name":"Dave Este","is_ca":true},{"name":"Carol Ewashen","is_ca":true},{"name":"Carol E. Adair","is_ca":true},{"name":"Michael Clinton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05034311927953519,"gpt":0.3936426898047043,"spread":0.3432995705251691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004110554,0.0004622796,0.0003770402,0.0006422661,0.01311681,0.003759753,0.0008966074,0.001430962,0.002344766],"category_scores_gemma":[0.00563006,0.0003690295,0.0003191023,0.0006666073,0.009540569,0.001656211,0.004979034,0.001858329,0.0001934757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003410009,"about_ca_system_score_gemma":0.006897789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05332408,"about_ca_topic_score_gemma":0.1011134,"domain_scores_codex":[0.9975164,0.001621798,0.00005314863,0.00006674322,0.0001460912,0.0005957407],"domain_scores_gemma":[0.9977936,0.001072051,0.0002566636,0.00005995133,0.0002064076,0.0006114393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002497911,0.0000288555,0.01545199,0.00006494846,0.000005290538,0.001264415,0.9763069,0.00001570049,0.0003495472,0.0009777219,0.0007594527,0.004750313],"study_design_scores_gemma":[0.000001186736,0.0000191751,0.001655215,0.00002831681,0.000002001593,0.0001373723,0.996008,0.000007363938,0.00002353022,0.00006331724,0.002050973,0.000003566011],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864954,0.0006324986,0.000191946,0.005781332,0.00009264975,0.00003892519,0.00001954672,0.000007062056,0.006740687],"genre_scores_gemma":[0.9954496,0.0008405924,0.0002032061,0.001464494,0.00002204197,0.00003661223,0.00001044305,0.00000581243,0.001967231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05332408,"threshold_uncertainty_score":0.1060274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108445485","doi":"10.1080/01612840590931975","title":"CLINICAL SUPERVISION, BURNOUT, AND JOB SATISFACTION AMONG MENTAL HEALTH AND PSYCHIATRIC NURSES IN FINLAND","year":2005,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":144,"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":"Burnout; Job satisfaction; Mental health; Nursing; Psychiatry; Psychology; Occupational burnout; Mental health care; Medicine; Clinical psychology; Emotional exhaustion; Social psychology","authors":[{"name":"Kristiina Hyrkäs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0289041668060655,"gpt":0.4448367721738969,"spread":0.4159326053678314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001653747,0.0001436637,0.0002524598,0.0009213998,0.0009229506,0.0007477664,0.0002184142,0.0004689128,0.0006660394],"category_scores_gemma":[0.00491011,0.0002371898,0.0002268369,0.0007184333,0.0006011528,0.0003910757,0.0008353637,0.0004383234,0.00008192885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008124746,"about_ca_system_score_gemma":0.0009697561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01897389,"about_ca_topic_score_gemma":0.0253552,"domain_scores_codex":[0.9988821,0.0004054583,0.0001037988,0.00007268192,0.0002851553,0.0002507269],"domain_scores_gemma":[0.996964,0.0007382192,0.001204872,0.00004077645,0.0002483816,0.0008037112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003424107,0.00004826541,0.9968016,0.000007610313,0.00001013774,0.0000492624,0.001720116,0.00001392302,0.00005058905,0.000009188646,0.00004572655,0.00120927],"study_design_scores_gemma":[0.000003366384,0.0000668159,0.9970936,0.00000833169,0.000004065253,0.00007432799,0.002622204,0.0000357349,0.00001267888,0.000007147497,0.00006955485,0.000002266723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997318,0.00007988728,0.000006204057,0.00002704103,0.000001890592,0.000001662466,0.00001217712,1.849434e-7,0.000139117],"genre_scores_gemma":[0.9998234,0.00005955114,0.00001151282,0.00001974306,0.00000310685,0.000003555518,0.00002470048,1.880485e-7,0.00005421148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01897389,"threshold_uncertainty_score":0.03772688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112303891","doi":"10.1080/01612840050110290","title":"BECOMING AND REMAINING HOMELESS: A QUALITATIVE INVESTIGATION","year":2000,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":140,"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":"Neglect; Poverty; Qualitative research; Vulnerability (computing); Substance abuse; Mental health; Psychiatry; Psychology; Population; Welfare; Medicine; Clinical psychology; Environmental health; Sociology; Political science","authors":[{"name":"Tammy Lee Morrell-Bellai","is_ca":true},{"name":"Paula Goering","is_ca":true},{"name":"Katherine Boydell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09975337829510739,"gpt":0.5295310052072645,"spread":0.4297776269121571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01310542,0.0007273788,0.001060863,0.00344952,0.02467306,0.007423621,0.002811995,0.002096412,0.003447983],"category_scores_gemma":[0.01623684,0.001042416,0.0004240389,0.003950905,0.01911572,0.004300121,0.008434198,0.003516042,0.0002805943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01834118,"about_ca_system_score_gemma":0.01987411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2456395,"about_ca_topic_score_gemma":0.3521763,"domain_scores_codex":[0.9900088,0.005607198,0.0003199519,0.0005264702,0.001126733,0.002410859],"domain_scores_gemma":[0.9821817,0.01240274,0.001242431,0.000371204,0.001794364,0.002007545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009994013,0.00001805905,0.001433761,0.00004209327,0.000001090559,0.000326139,0.9964632,0.00001012008,0.0001603033,0.0003865236,0.0001456786,0.001003018],"study_design_scores_gemma":[0.00000128888,0.0000100795,0.0005874116,0.00004945313,9.4077e-7,0.00005779446,0.9980087,0.00001487615,0.00003830129,0.00004667323,0.001181215,0.000003256084],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991461,0.0006214817,0.0009549711,0.001656847,0.00005734875,0.0003351496,0.0002122595,0.00001539691,0.00468551],"genre_scores_gemma":[0.993179,0.001114087,0.0006208724,0.0009367006,0.00002289908,0.0003829971,0.00009888916,0.00002105918,0.003623629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2456395,"threshold_uncertainty_score":0.4884195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123182742","doi":"10.1080/01612840490472101","title":"THE MENTALLY ILL AND SOCIAL EXCLUSION: A CRITICAL EXAMINATION OF THE USE OF SECLUSION FROM THE PATIENT'S PERSPECTIVE","year":2004,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre de réadaptation Lethbridge-Layton-Mackay; McGill University; Douglas Mental Health University Institute; University of Ottawa","funders":"","keywords":"Seclusion; Feeling; Psychological intervention; Qualitative research; Medicine; Social isolation; Intervention (counseling); Psychiatry; Nursing; Abandonment (legal); Psychology; Thematic analysis; Social psychology","authors":[{"name":"Dave Holmes","is_ca":true},{"name":"Suzanne L. Kennedy","is_ca":true},{"name":"Amélie Perron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05746497190285559,"gpt":0.4383484751996104,"spread":0.3808835032967548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01011498,0.0006590098,0.001069454,0.002865507,0.01126087,0.007183857,0.002250061,0.002801115,0.001477275],"category_scores_gemma":[0.02432208,0.0006142998,0.0005937204,0.002205933,0.0158386,0.005852626,0.007590082,0.004849861,0.0002023522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005204154,"about_ca_system_score_gemma":0.007115558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004846893,"about_ca_topic_score_gemma":0.009581393,"domain_scores_codex":[0.9902653,0.007635533,0.0003633918,0.000207158,0.0007523061,0.0007763626],"domain_scores_gemma":[0.9785416,0.01759801,0.001278278,0.0003141532,0.001234294,0.001033723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002404273,0.00002106642,0.001500834,0.000272212,0.000006011813,0.002020163,0.9902344,0.00001326577,0.0002720474,0.001240688,0.0004629951,0.003932314],"study_design_scores_gemma":[0.000002318516,0.0000530391,0.001384742,0.0002209223,0.000005147773,0.001353919,0.9904125,0.00002159976,0.00009111219,0.0002650572,0.006179564,0.00001006861],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579876,0.008973937,0.001539161,0.01882518,0.0005155185,0.0003036979,0.00006381152,0.00002889641,0.01176222],"genre_scores_gemma":[0.9882336,0.007286085,0.0008445733,0.002047095,0.0002017842,0.0001509586,0.00003109489,0.00002077935,0.001184075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126087,"threshold_uncertainty_score":0.0534938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066643872","doi":"10.1080/01612840701344464","title":"THE INFLUENCE OF CULTURE ON IMMIGRANT WOMEN'S MENTAL HEALTH CARE EXPERIENCES FROM THE PERSPECTIVES OF HEALTH CARE PROVIDERS","year":2007,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":122,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Immigration; Health care; Qualitative research; Exploratory research; Psychology; Medicine; Nursing; Psychiatry; Sociology; Political science","authors":[{"name":"Joyce O’Mahony","is_ca":true},{"name":"Tam Truong Donnelly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01166335170250407,"gpt":0.391989362841891,"spread":0.3803260111393869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003338904,0.000295868,0.0003698628,0.0006626447,0.005697273,0.003068295,0.0004669206,0.0006675833,0.002363714],"category_scores_gemma":[0.006515943,0.000272289,0.0002604721,0.0005839607,0.004134502,0.001152231,0.003738431,0.001180626,0.0001175997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323062,"about_ca_system_score_gemma":0.003342557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02316348,"about_ca_topic_score_gemma":0.04723015,"domain_scores_codex":[0.9973465,0.001903781,0.00007351488,0.00006325146,0.0001581948,0.000454657],"domain_scores_gemma":[0.9966989,0.001951899,0.0003577666,0.00007484218,0.0002819465,0.000634597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005397245,0.00003653728,0.02890626,0.00006237438,0.00001220118,0.00105168,0.9642593,0.00001795377,0.0004976435,0.0005400347,0.0004487569,0.004113303],"study_design_scores_gemma":[0.000003879173,0.00003341227,0.005977929,0.00005385598,0.000005560221,0.0001673522,0.9924185,0.00001940021,0.00004727369,0.00005474658,0.001212914,0.000005231176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961534,0.0002772584,0.00005345868,0.001194491,0.00002410355,0.000009885212,0.00001131876,0.000002083055,0.002274084],"genre_scores_gemma":[0.9987051,0.0003474215,0.00005429782,0.0004730438,0.00001173018,0.00001390261,0.000007383492,0.000002948147,0.000384087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316348,"threshold_uncertainty_score":0.04605728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973040639","doi":"10.1080/016128402753542749","title":"KEEPING IT TOGETHER: HOW WOMEN USE THE BIOMEDICAL EXPLANATORY MODEL TO MANAGE THE STIGMA OF DEPRESSION","year":2002,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Grounded theory; Explanatory model; Stigma (botany); Depression (economics); Depressive symptoms; Psychology; Clinical psychology; Psychiatry; Focus group; Medicine; Psychotherapist; Qualitative research; Cognition; Sociology; Social science","authors":[{"name":"Rita Schreiber","is_ca":true},{"name":"Gwen Hartrick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05659792437859403,"gpt":0.3785782016498356,"spread":0.3219802772712416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006817465,0.0004862837,0.0002962106,0.0007084862,0.006925416,0.004471671,0.001234064,0.001879072,0.001241429],"category_scores_gemma":[0.01834496,0.0003716947,0.0003954553,0.0004464026,0.01185554,0.004384622,0.004111497,0.00269052,0.0001699358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004369764,"about_ca_system_score_gemma":0.006016314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02094318,"about_ca_topic_score_gemma":0.02362244,"domain_scores_codex":[0.9953192,0.003601663,0.00009474675,0.0001166048,0.0004306633,0.0004370525],"domain_scores_gemma":[0.9959658,0.002657809,0.0005715977,0.0002187071,0.0002328613,0.0003532952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004446442,0.0001200311,0.01470423,0.0001342571,0.00002010388,0.0009514352,0.9257221,0.0002295444,0.0006618382,0.02177011,0.001638709,0.03400324],"study_design_scores_gemma":[0.00004972075,0.0001620612,0.007979875,0.0004326134,0.00005328868,0.001419167,0.9345146,0.001730047,0.0005247098,0.01674581,0.03634185,0.00004613458],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120157,0.001899673,0.007983575,0.04447762,0.0002705893,0.0001927834,0.00001896871,0.00005159619,0.03308957],"genre_scores_gemma":[0.9943451,0.0008252868,0.001952511,0.001292817,0.00002489565,0.00004309229,0.000008761871,0.000009287358,0.001498246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02094318,"threshold_uncertainty_score":0.04164255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104208153","doi":"10.3109/01612840.2014.918471","title":"Nurses and Families: A Guide to Family Assessment and Intervention (6th ed.)","year":2014,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychology; Nursing; Medicine; Gerontology","authors":[{"name":"Kelly Carlson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04476935971500814,"gpt":0.5015133550167357,"spread":0.4567439953017275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004408744,0.002279371,0.001634769,0.003095734,0.001985553,0.002063989,0.002593258,0.003079889,0.05413212],"category_scores_gemma":[0.00853116,0.001954271,0.0009951711,0.001871161,0.0007626456,0.003258419,0.002477824,0.004374882,0.03870916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636203,"about_ca_system_score_gemma":0.009559164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01824642,"about_ca_topic_score_gemma":0.06587882,"domain_scores_codex":[0.9983373,0.0007913075,0.0001983683,0.00007701555,0.0004654939,0.0001305596],"domain_scores_gemma":[0.996542,0.001310989,0.0002858858,0.0001368083,0.001240347,0.0004838346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002573274,0.0002051609,0.0003032008,0.0004317003,0.000006247999,0.0003205308,0.001250044,0.0001738051,0.000117078,0.0007949371,0.706338,0.2900335],"study_design_scores_gemma":[0.00005071441,0.000113451,0.003448851,0.004112517,0.00001154739,0.002366456,0.001942935,0.000245905,0.000125403,0.003661282,0.9838545,0.00006647042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005950232,0.3765181,0.06351756,0.09832224,0.02622278,0.01013386,0.01052957,0.01068609,0.3981195],"genre_scores_gemma":[0.01838304,0.4436129,0.1563347,0.0315664,0.003529885,0.02049724,0.005372141,0.001352699,0.3193509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05413212,"threshold_uncertainty_score":0.18109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048343278","doi":"10.1080/01612840.2020.1789788","title":"How Stigma and Discrimination Influences Nursing Care of Persons Diagnosed with Mental Illness: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fleming College; University of Ottawa","funders":"","keywords":"Mental illness; Stigma (botany); Mental health; Medicine; Psychiatry; Inclusion (mineral); Perception; Qualitative research; Psychology; Nursing; Social psychology","authors":[{"name":"Jane Tyerman","is_ca":true},{"name":"Autumn-Lee Patovirta","is_ca":true},{"name":"Ann Celestini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05756529837328021,"gpt":0.4638649939210249,"spread":0.4062996955477446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005579922,0.001003061,0.004454869,0.008731865,0.0008602037,0.002654236,0.001317098,0.001715453,0.003034625],"category_scores_gemma":[0.0311263,0.0008383269,0.004309504,0.009854377,0.0008491206,0.002351203,0.001817064,0.001081956,0.0002198624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003679792,"about_ca_system_score_gemma":0.01384565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01419902,"about_ca_topic_score_gemma":0.04698216,"domain_scores_codex":[0.9948096,0.002138426,0.0016735,0.0003227197,0.0008745557,0.0001810493],"domain_scores_gemma":[0.9794718,0.01575042,0.00271245,0.0002243652,0.001567367,0.0002735207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008920912,0.0000173405,0.0007571412,0.9431129,0.003506168,0.0001215451,0.0006166851,0.00006179429,0.000103726,0.0002498353,0.001157388,0.0502062],"study_design_scores_gemma":[0.00007248398,0.0001010666,0.003137267,0.9571712,0.02237343,0.0003849285,0.0007884384,0.00004305306,0.0001085915,0.0002068799,0.01558717,0.00002556518],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001066814,0.9980453,0.00007237227,0.0002075207,0.00006888978,0.0001659847,0.0001052618,0.000003550681,0.0002642805],"genre_scores_gemma":[0.01054844,0.9884499,0.0003164336,0.0002841122,0.00002988869,0.0002258699,0.00007173391,0.000002210468,0.00007136149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01419902,"threshold_uncertainty_score":0.02950978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164830289","doi":"10.1080/01612840500248189","title":"EXPERIENCES OF WORKPLACE BULLYING IN A RURAL AREA","year":2005,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Workplace bullying; Context (archaeology); Occupational safety and health; Isolation (microbiology); Suicide prevention; Poison control; Psychology; Human factors and ergonomics; Injury prevention; Social isolation; Applied psychology; Nursing; Medicine; Social psychology; Medical emergency; Psychiatry; Geography","authors":[{"name":"Judith MacIntosh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02482261752489083,"gpt":0.3931310088161847,"spread":0.3683083912912938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001301169,0.0004778156,0.0007055619,0.0008611628,0.007570897,0.001880374,0.0005856708,0.001442542,0.001785334],"category_scores_gemma":[0.002979208,0.000562516,0.0003706628,0.0007411364,0.003878415,0.001293893,0.004030405,0.001632157,0.0001718004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009760876,"about_ca_system_score_gemma":0.000715498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01410367,"about_ca_topic_score_gemma":0.02583334,"domain_scores_codex":[0.9984885,0.0009124656,0.00005328898,0.00007684671,0.0001270096,0.0003418077],"domain_scores_gemma":[0.9980741,0.000582547,0.0004789539,0.00007889618,0.000160459,0.00062494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001080198,0.0002195226,0.04097857,0.0001253522,0.00003912732,0.004425013,0.9459088,0.00005764742,0.002005518,0.0002155169,0.0003984233,0.005518473],"study_design_scores_gemma":[0.00001360794,0.0006330638,0.04029393,0.00005967012,0.00002777672,0.00260377,0.9527426,0.00004800202,0.0001694451,0.00008266052,0.003300391,0.00002512823],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991332,0.0001842038,0.00004415086,0.0001733952,0.000006724024,0.000004774913,0.000004711635,0.000002256816,0.0004467745],"genre_scores_gemma":[0.9991878,0.0002553121,0.00003928909,0.0001118122,0.000008661695,0.000006373609,0.000005331285,0.000002150824,0.0003831929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01410367,"threshold_uncertainty_score":0.02804315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154472146","doi":"10.3109/01612840.2012.753558","title":"The Experience of Seclusion and Restraint in Psychiatric Settings: Perspectives of Patients","year":2013,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hôpital Louis-H Lafontaine; Institut Philippe Pinel de Montréal; Quebec Network for Research on Aging","funders":"","keywords":"Seclusion; Humiliation; Learned helplessness; Shame; Feeling; Psychological intervention; Medicine; Psychiatry; Perception; Protocol (science); Psychology; Clinical psychology; Nursing; Social psychology; Alternative medicine","authors":[{"name":"Caroline Larue","is_ca":true},{"name":"Alexandre Dumais","is_ca":true},{"name":"Richard Boyer","is_ca":true},{"name":"Marie‐Hélène Goulet","is_ca":false},{"name":"Jean‐Pierre Bonin","is_ca":false},{"name":"Nathalie Baba","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01453280294665251,"gpt":0.41125676465969,"spread":0.3967239617130375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003774996,0.0003841049,0.0006182713,0.0006813224,0.005059662,0.00434698,0.0006511571,0.001624084,0.002055212],"category_scores_gemma":[0.01437746,0.0003801948,0.0005238973,0.0007275531,0.004523847,0.002318806,0.002968173,0.003131666,0.0002824994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002942334,"about_ca_system_score_gemma":0.002619697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059381,"about_ca_topic_score_gemma":0.01728086,"domain_scores_codex":[0.994567,0.00367659,0.0002279163,0.000131194,0.0005894968,0.0008077647],"domain_scores_gemma":[0.9912165,0.003375567,0.001778625,0.0001620067,0.001006877,0.002460504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002544743,0.0002371966,0.07734125,0.0002731952,0.00006356047,0.00230076,0.8997321,0.000103373,0.001195408,0.0009022811,0.003988731,0.01360764],"study_design_scores_gemma":[0.00002015505,0.0003747176,0.02501658,0.0001469569,0.0000239359,0.001966164,0.964812,0.00009319565,0.0001744621,0.0001754381,0.007145517,0.00005090008],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914389,0.0007414812,0.0001656021,0.004252885,0.00007350271,0.00002253981,0.00005086938,0.000007862543,0.003246251],"genre_scores_gemma":[0.9974996,0.0006142627,0.0001034294,0.001291234,0.00003662847,0.00001366218,0.00001881589,0.00000457438,0.0004177209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059381,"threshold_uncertainty_score":0.02134824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966206390","doi":"10.1080/01612840802641727","title":"Renewing Everyday Hope: The Hope Experience of Family Caregivers of Persons with Dementia","year":2009,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Dementia; Grief; Grounded theory; Psychology; Context (archaeology); Family caregivers; Psychotherapist; Developmental psychology; Gerontology; Qualitative research; Medicine; Disease; Sociology","authors":[{"name":"Wendy Duggleby","is_ca":true},{"name":"Allison Williams","is_ca":true},{"name":"Karen Wright","is_ca":true},{"name":"Sue Bollinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02205542583231997,"gpt":0.3682382011162432,"spread":0.3461827752839232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005025108,0.0005607789,0.0006226386,0.001084268,0.007201564,0.004526068,0.00107358,0.001437706,0.001120182],"category_scores_gemma":[0.01085958,0.0004204556,0.0004076601,0.0005126345,0.008989179,0.004607127,0.004763577,0.003121395,0.0001354732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388177,"about_ca_system_score_gemma":0.002433759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003535565,"about_ca_topic_score_gemma":0.008556033,"domain_scores_codex":[0.996793,0.002371148,0.00008224909,0.0001072581,0.0002837305,0.0003626236],"domain_scores_gemma":[0.9939106,0.00381785,0.0008666052,0.0001790877,0.0003924008,0.000833457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004243409,0.0000451681,0.005410404,0.0001013441,0.00001141583,0.0009594552,0.9861116,0.00002804481,0.0002314567,0.001352367,0.0006077351,0.005098503],"study_design_scores_gemma":[0.000005976835,0.00007706344,0.002880255,0.0001237977,0.000008262006,0.0007962754,0.9909328,0.00004465009,0.00007577902,0.0006209848,0.004418204,0.00001590027],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882528,0.002863146,0.0009789759,0.002528819,0.0001123885,0.00004126279,0.00002324095,0.00001139954,0.00518792],"genre_scores_gemma":[0.9982614,0.000751388,0.0002217466,0.0003159376,0.00001423166,0.00001607298,0.000009430543,0.00000319157,0.0004064625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007201564,"threshold_uncertainty_score":0.02657562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111650900","doi":"10.3109/01612841003793049","title":"Peer Support among Inpatients in an Adult Mental Health Setting","year":2010,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"McGill University","keywords":"Peer support; Mental health; Social support; Context (archaeology); Qualitative research; Psychology; Perception; Peer group; Peer review; Nursing; Medicine; Psychiatry; Social psychology","authors":[{"name":"Lindsay Bouchard","is_ca":true},{"name":"Marjorie Montreuil","is_ca":true},{"name":"C Gros","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08400902686501854,"gpt":0.4901682709450911,"spread":0.4061592440800726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002256351,0.0003029734,0.0005656246,0.0005560798,0.004563904,0.002037238,0.0006877247,0.0007105065,0.001576099],"category_scores_gemma":[0.01078056,0.0002946786,0.0002655266,0.0003770859,0.002238707,0.00131834,0.003968061,0.001360206,0.0001521878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001946756,"about_ca_system_score_gemma":0.002318852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004768537,"about_ca_topic_score_gemma":0.01126319,"domain_scores_codex":[0.9963408,0.002271015,0.0001944281,0.0001194986,0.0004045391,0.0006697294],"domain_scores_gemma":[0.9946232,0.001588233,0.001369104,0.0001733666,0.0004389334,0.001807143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000200213,0.0006173943,0.1661103,0.0002665816,0.00004071978,0.003844341,0.7921225,0.00007306551,0.001600373,0.0006600462,0.00254518,0.03191936],"study_design_scores_gemma":[0.00001699548,0.0007070414,0.07932905,0.0001534289,0.00002669479,0.002104549,0.9129501,0.0001511061,0.0002472235,0.0002233207,0.004063343,0.00002715815],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987416,0.0001965027,0.00005447968,0.0003281891,0.00001300471,0.00001240452,0.000006722831,0.000003693294,0.0006435221],"genre_scores_gemma":[0.9991766,0.0002757368,0.0001112758,0.0001581396,0.0000186739,0.00001282065,0.00001157412,0.000001933519,0.0002333093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004768537,"threshold_uncertainty_score":0.01412481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125120666","doi":"10.1080/01612840802624475","title":"Uprooted and Displaced: A Critical Narrative Study of Homeless, Aboriginal, and Newcomer Girls in Canada","year":2009,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lawson Health Research Institute; The King's University; Western University","funders":"","keywords":"Narrative; Gender studies; Oppression; Diversity (politics); Population; Sociology; Mental health; Construct (python library); Negotiation; Refugee; Psychology; Political science; Social science; Anthropology; Politics; Art","authors":[{"name":"Hélène Berman","is_ca":true},{"name":"Gloria Alvernaz Mulcahy","is_ca":true},{"name":"Cheryl Forchuk","is_ca":true},{"name":"Kathryn Edmunds","is_ca":true},{"name":"Amy M. Haldenby","is_ca":true},{"name":"Raquel García López","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02825874805563646,"gpt":0.4896903562719476,"spread":0.4614316082163112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004261975,0.001268563,0.001220797,0.002385488,0.0446769,0.008849157,0.004699012,0.002691355,0.003718697],"category_scores_gemma":[0.006730578,0.0009510598,0.0005176986,0.003368072,0.02008078,0.003547139,0.008856781,0.006146193,0.0003378749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0632055,"about_ca_system_score_gemma":0.05908823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8742284,"about_ca_topic_score_gemma":0.9584459,"domain_scores_codex":[0.9959174,0.001637022,0.0001466757,0.0004358417,0.0005451429,0.001317935],"domain_scores_gemma":[0.9935501,0.002645558,0.0005298187,0.0001768355,0.001208123,0.001889693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008826622,0.00001107956,0.0008405146,0.00003119102,0.000001763433,0.0005783486,0.9971156,0.000009141998,0.0001041249,0.0003489413,0.0004023759,0.0005481648],"study_design_scores_gemma":[9.734626e-7,0.000005349441,0.0006088824,0.00003874143,0.000002116273,0.0000716157,0.9949934,0.00001012132,0.00003986767,0.0000478173,0.004175762,0.000005500031],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823958,0.001877137,0.0004406383,0.004759089,0.0001314314,0.0002928132,0.0003077216,0.00001545118,0.009779896],"genre_scores_gemma":[0.9900892,0.001589471,0.0005811112,0.001138122,0.00002566855,0.0001484479,0.0001379169,0.00004442663,0.006245694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1257716,"threshold_uncertainty_score":0.4585901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100119383","doi":"10.1080/016128400248004","title":"LIVING WITH SCHIZOPHRENIA: THE FAMILY ILLNESS EXPERIENCE","year":2000,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":58,"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":"","keywords":"Schizophrenia (object-oriented programming); Mental illness; Family member; Stigma (botany); Psychology; Psychiatry; Social stigma; Nursing; Mental health; Medicine; Clinical psychology; Family medicine","authors":[{"name":"Ursula Teschinsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04857573427621494,"gpt":0.4286399496270177,"spread":0.3800642153508028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007813527,0.0003055123,0.0004871131,0.0007070974,0.001121136,0.001215597,0.0002922473,0.001011938,0.001104845],"category_scores_gemma":[0.001197724,0.0001212357,0.0001995624,0.001196557,0.001042365,0.001570736,0.00123761,0.0007609045,0.000224858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044864,"about_ca_system_score_gemma":0.002099468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006723875,"about_ca_topic_score_gemma":0.01902457,"domain_scores_codex":[0.9995458,0.0002280502,0.00003517258,0.00002574292,0.0001180055,0.00004730262],"domain_scores_gemma":[0.9996325,0.0001240728,0.0001069375,0.000007205367,0.00004379925,0.00008544105],"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":[0.00008777264,0.0001294926,0.01713188,0.007520664,0.00008782464,0.00727606,0.04068896,0.0002191517,0.0007226549,0.005080431,0.03530151,0.8857537],"study_design_scores_gemma":[0.00002629791,0.0005329732,0.09043398,0.01754606,0.0001504245,0.04925701,0.1187745,0.00008876823,0.0002464136,0.003983838,0.7188679,0.00009178767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0217858,0.9634242,0.0001257463,0.00588079,0.0003367897,0.00001053333,0.00001635602,0.000006893359,0.008412724],"genre_scores_gemma":[0.09568142,0.9019057,0.0001287895,0.0009246515,0.000213851,0.00001220048,0.00001815907,0.000001281862,0.001113997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006723875,"threshold_uncertainty_score":0.0133695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973597106","doi":"10.3109/01612840.2011.641069","title":"Doing the Best I Can Do: Moral Distress in Adolescent Mental Health Nursing","year":2012,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Ethics in medical practice","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Distress; Psychology; Agency (philosophy); Moral agency; Mental health; Moral disengagement; Focus group; Mental health nursing; Social psychology; Variety (cybernetics); Mental distress; Grounded theory; Qualitative research; Nursing; Medicine; Psychotherapist; Sociology","authors":[{"name":"Lynn Musto","is_ca":true},{"name":"Rita Schreiber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1124296085968046,"gpt":0.5485736215881377,"spread":0.4361440129913331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01482677,0.0003784154,0.0005959992,0.0008516025,0.006440308,0.007516878,0.001100581,0.00228431,0.001134055],"category_scores_gemma":[0.03307838,0.0004560987,0.0004882026,0.0007355988,0.01617558,0.007154289,0.007744859,0.006120991,0.0002089945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004300188,"about_ca_system_score_gemma":0.006748467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275305,"about_ca_topic_score_gemma":0.004984353,"domain_scores_codex":[0.97266,0.02397601,0.0005971569,0.0003991824,0.001465422,0.000902274],"domain_scores_gemma":[0.9774476,0.01432513,0.004506196,0.0006247486,0.001580701,0.00151554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003216763,0.0001412225,0.02026442,0.0004109164,0.0000201409,0.001306645,0.9398481,0.0001067715,0.0004034376,0.01389421,0.00117512,0.02239679],"study_design_scores_gemma":[0.00001013608,0.0001328174,0.009770899,0.0009497123,0.00002350731,0.002099062,0.9626616,0.0002811518,0.0005303891,0.006495103,0.01700582,0.00003982181],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409754,0.01044373,0.00588669,0.02098716,0.0005444147,0.0001652711,0.00002290197,0.00002290131,0.02095156],"genre_scores_gemma":[0.9916788,0.003816959,0.001669263,0.001813266,0.00007881552,0.00007995246,0.000007467134,0.00001052925,0.0008449655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01482677,"threshold_uncertainty_score":0.07841241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162833923","doi":"10.1080/01612840701869403","title":"A Comparison of Blogs by Depressed Men and Women","year":2008,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":55,"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":"Medicalization; Depression (economics); Psychology; Clinical psychology; Psychiatry; Qualitative research; Sociology; Social science","authors":[{"name":"Juanne N. Clarke","is_ca":true},{"name":"Gudrun van Amerom","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05150929895433873,"gpt":0.4449479603400219,"spread":0.3934386613856832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00132347,0.0002500627,0.0004507676,0.002712332,0.001795585,0.002598037,0.0002567951,0.0003944513,0.003682692],"category_scores_gemma":[0.006685396,0.0002670478,0.0001927039,0.001692213,0.0009307247,0.00107471,0.001609676,0.0003812799,0.0005931519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004138298,"about_ca_system_score_gemma":0.0004028504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045263,"about_ca_topic_score_gemma":0.007606726,"domain_scores_codex":[0.998886,0.0004433203,0.0001108149,0.0001218327,0.0002435293,0.0001944107],"domain_scores_gemma":[0.99536,0.002150098,0.001166495,0.0001422952,0.0005772554,0.0006038475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005259757,0.000236356,0.6526853,0.0002732247,0.00006189113,0.001488747,0.302617,0.00001555528,0.002210593,0.0003290728,0.001065755,0.03849068],"study_design_scores_gemma":[0.00001581905,0.0003061301,0.5120508,0.00009980705,0.0000340301,0.001027427,0.4801694,0.00003686939,0.0003993516,0.00007449399,0.005766067,0.00001969365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971192,0.0003307821,0.00004219712,0.00009739446,0.00002288885,0.00001744342,0.00009474012,0.000002111463,0.002273164],"genre_scores_gemma":[0.9974361,0.0005561445,0.0000668951,0.0001866655,0.00003358024,0.00002887899,0.0001143623,0.000005970694,0.0015716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003682692,"threshold_uncertainty_score":0.01231986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135244264","doi":"10.1080/01612840701581289","title":"HEALTH CARE PROVIDERS' PERSPECTIVE OF THE GENDER INFLUENCES ON IMMIGRANT WOMEN'S MENTAL HEALTH CARE EXPERIENCES","year":2007,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Immigration; Health care; Medicine; Qualitative research; Socioeconomic status; Nursing; Psychology; Psychiatry; Population; Environmental health; Sociology; Political science","authors":[{"name":"Joyce O’Mahony","is_ca":true},{"name":"TamPhD T. Donnelly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01950381519778594,"gpt":0.4173917796413154,"spread":0.3978879644435294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003776995,0.0003992179,0.0003589891,0.0009464862,0.01324367,0.004385028,0.0006492067,0.001389343,0.004750012],"category_scores_gemma":[0.004931902,0.0002958482,0.0003243672,0.0008459448,0.007373339,0.001839661,0.004729536,0.002616239,0.0002507341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006562545,"about_ca_system_score_gemma":0.009616816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1037595,"about_ca_topic_score_gemma":0.1670304,"domain_scores_codex":[0.9970655,0.001865439,0.00004802315,0.00006402174,0.0001608856,0.0007960894],"domain_scores_gemma":[0.9968718,0.001570839,0.0002874463,0.00004552426,0.0003468524,0.000877495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002702607,0.00002263513,0.007403029,0.00004053609,0.00000334866,0.001161246,0.9858086,0.00001242874,0.0002908398,0.001588455,0.0009324537,0.002709466],"study_design_scores_gemma":[0.000002141413,0.00001391614,0.001467934,0.00003760263,0.000002141325,0.0001666167,0.9949924,0.000009611966,0.00002620709,0.00007922298,0.003199156,0.000003116266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589204,0.001755922,0.0003036673,0.01765846,0.0002296339,0.00004221424,0.00004717587,0.00001089427,0.02103165],"genre_scores_gemma":[0.9924265,0.001328105,0.0001586458,0.002920603,0.00004827041,0.00002885818,0.0000162895,0.000009254132,0.003063415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037595,"threshold_uncertainty_score":0.206311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110090879","doi":"10.1080/01612840490472147","title":"BARRIERS TO SUICIDE RISK MANAGEMENT IN CLINICAL PRACTICE: A NATIONAL SURVEY OF ONCOLOGY NURSES","year":2004,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychosocial; Vignette; Psychological intervention; Medicine; Suicide prevention; Feeling; Family medicine; Descriptive statistics; Nursing; Intervention (counseling); Suicide Risk; Psychology; Poison control; Psychiatry; Medical emergency; Social psychology","authors":[{"name":"Sharon M. Valente","is_ca":false},{"name":"Judith M. Saunders","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1020854646510556,"gpt":0.5515177601372347,"spread":0.4494322954861791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028719,0.0001073064,0.0002524071,0.0007168784,0.0005178309,0.0007131416,0.0004115266,0.0005524779,0.0005813825],"category_scores_gemma":[0.01516908,0.0003400826,0.0001874334,0.0009772312,0.000449233,0.0008669784,0.0008533209,0.0006045661,0.000201245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334732,"about_ca_system_score_gemma":0.001743568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02105978,"about_ca_topic_score_gemma":0.02512852,"domain_scores_codex":[0.9976985,0.0007950397,0.000370121,0.0001521913,0.0007640056,0.0002201423],"domain_scores_gemma":[0.9908834,0.002311673,0.0037284,0.0003354831,0.001471871,0.00126903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003064704,0.0000517516,0.9924864,0.00002390263,0.00001147193,0.00004260646,0.003502154,0.00002288387,0.00008987391,0.00001577292,0.0002816328,0.003440906],"study_design_scores_gemma":[0.000006125808,0.0001345238,0.9905403,0.00003534306,0.000005621631,0.0001512029,0.008223317,0.0001746177,0.00003846241,0.00001825842,0.0006669486,0.000005323956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992505,0.0001245199,0.00005252388,0.000208703,0.000003276425,0.00001568366,0.00006806962,0.000001810359,0.0002749531],"genre_scores_gemma":[0.9992959,0.0001842006,0.0001088084,0.000146132,0.000003611787,0.00003484093,0.0001162722,0.000001818238,0.0001084547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02105978,"threshold_uncertainty_score":0.04187441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054748733","doi":"10.1080/01612840305320","title":"Therapeutic Relationships and Boundary Maintenance: The Perspective of Forensic Patients Enrolled in a Treatment Program for Violent Offenders","year":2003,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Genome Prairie","funders":"","keywords":"Perspective (graphical); Psychology; Therapeutic relationship; Forensic science; Interpersonal communication; Mental health; Interpersonal relationship; Analogy; Clinical psychology; Psychotherapist; Medicine; Social psychology","authors":[{"name":"Penny Schafer","is_ca":true},{"name":"Cindy Peternelj‐Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04935449485441149,"gpt":0.4344350878972359,"spread":0.3850805930428244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003989282,0.0005838664,0.0009243429,0.001249691,0.01551588,0.007261733,0.002008891,0.003794652,0.002653976],"category_scores_gemma":[0.01207176,0.0007478726,0.0004954321,0.001129041,0.01132057,0.005835724,0.005311331,0.009737253,0.000356496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003019063,"about_ca_system_score_gemma":0.004476031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003921557,"about_ca_topic_score_gemma":0.009373522,"domain_scores_codex":[0.993706,0.004804856,0.0001009162,0.000175671,0.0002796048,0.0009329961],"domain_scores_gemma":[0.994187,0.002592124,0.0009007798,0.0001370015,0.0002760305,0.001907106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001133516,0.0003121444,0.007078432,0.0001225534,0.00001377343,0.004627174,0.9729811,0.00006479274,0.0005732423,0.003502645,0.002029039,0.008581775],"study_design_scores_gemma":[0.00001877091,0.0001895979,0.00231452,0.00007756153,0.000007792279,0.002864763,0.9887424,0.0001000617,0.0001371942,0.001054646,0.004473302,0.00001938044],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795247,0.001036026,0.0006217778,0.01278427,0.0001040248,0.00006540628,0.00003814205,0.00001519158,0.005810438],"genre_scores_gemma":[0.9943601,0.001252947,0.0005578644,0.002430836,0.00006448831,0.00005773682,0.00002201759,0.00001050724,0.001243489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01551588,"threshold_uncertainty_score":0.02190495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029293472","doi":"10.1080/01612840490506400","title":"INTERRELATIONS OF PSYCHIATRIC PATIENT EXPERIENCES OF BOREDOM AND MENTAL HEALTH","year":2004,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Boredom; Meaning (existential); Mental health; Psychology; Psychiatry; Psychotherapist","authors":[{"name":"Daniel Binnema","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05445711352544542,"gpt":0.4336455285594158,"spread":0.3791884150339704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008868626,0.0006600897,0.001503047,0.003007821,0.0004091045,0.001301431,0.000625696,0.001319898,0.001441563],"category_scores_gemma":[0.003024743,0.000233647,0.0003976143,0.003522012,0.0007008246,0.001475682,0.0007881832,0.0008583255,0.0004043236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007728467,"about_ca_system_score_gemma":0.001609515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003174314,"about_ca_topic_score_gemma":0.005787716,"domain_scores_codex":[0.9994906,0.0001978612,0.00008956571,0.00006134997,0.0001359225,0.00002461247],"domain_scores_gemma":[0.9988894,0.0006900774,0.0001953933,0.00001772337,0.0001622197,0.0000452485],"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":[0.00009639945,0.00005693027,0.001783881,0.02234361,0.0001603545,0.000430069,0.0004827354,0.0001471467,0.0002177633,0.001041032,0.007273984,0.965966],"study_design_scores_gemma":[0.0001029208,0.0007004527,0.07346383,0.08389676,0.001042567,0.02443327,0.00518632,0.0003707864,0.0008440221,0.00735539,0.8024473,0.0001563161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002782426,0.9990519,0.00003160589,0.0001534085,0.00005291229,0.000002635624,0.000004747858,0.00000172259,0.0004228412],"genre_scores_gemma":[0.002680191,0.9969399,0.00008114281,0.00009081663,0.00005505855,0.000006763774,0.000008825724,3.566535e-7,0.0001369947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003174314,"threshold_uncertainty_score":0.006311655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168447977","doi":"10.3109/01612840903383992","title":"Perceptions and Needs of Parents during a Young Adult's First Psychiatric Hospitalization: “We're All on This Little Island and We're Going to Drown Real Soon”","year":2010,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":48,"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":"Snowball sampling; Feeling; Mental health; Psychiatry; Perception; Mental illness; Coping (psychology); Medicine; Social support; Isolation (microbiology); Psychology; Psychotherapist; Social psychology","authors":[{"name":"Diana E. Clarke","is_ca":true},{"name":"Joanne Winsor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01282253874638615,"gpt":0.3487282918973498,"spread":0.3359057531509636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001779072,0.0002243806,0.0002760131,0.0003952909,0.002304511,0.001494721,0.0002790595,0.0006965565,0.001127182],"category_scores_gemma":[0.006211604,0.0002889065,0.0002980752,0.0002721694,0.001006078,0.0009437213,0.0009510561,0.001100641,0.0001054766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002915,"about_ca_system_score_gemma":0.001169596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007597837,"about_ca_topic_score_gemma":0.01267054,"domain_scores_codex":[0.9994007,0.0003320962,0.00003974969,0.00002885127,0.00007684522,0.0001217263],"domain_scores_gemma":[0.9971307,0.001146835,0.000715988,0.00005389941,0.0003029903,0.0006496609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001463156,0.0001699688,0.3290883,0.0001911247,0.0000363644,0.007038339,0.6408414,0.00006672044,0.001874384,0.0003966076,0.001610884,0.01853953],"study_design_scores_gemma":[0.000009482267,0.0003136997,0.122801,0.00009532957,0.00002673578,0.002255949,0.872073,0.00009908075,0.0003091784,0.0001164013,0.001881518,0.00001862226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998911,0.0001859077,0.00004408761,0.0003585003,0.00001460333,0.000007918416,0.00001330569,0.000001659546,0.0004629377],"genre_scores_gemma":[0.9992602,0.0003147835,0.00007733717,0.0001500698,0.000006152104,0.000009808073,0.0000138206,8.916441e-7,0.0001668391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007597837,"threshold_uncertainty_score":0.01510721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097814520","doi":"10.1080/01612840600599994","title":"TOWARDS MALECENTRIC COMMUNICATION: SENSITIZING HEALTH PROFESSIONALS TO THE REALITIES OF MALE CHILDHOOD SEXUAL ABUSE SURVIVORS","year":2006,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Saskatchewan; Wilfrid Laurier University","funders":"","keywords":"Shame; Sexual abuse; Vulnerability (computing); Psychology; Context (archaeology); Socialization; Health care; Qualitative research; Health professionals; Perception; Developmental psychology; Suicide prevention; Clinical psychology; Poison control; Medicine; Social psychology; Sociology","authors":[{"name":"Eli Teram","is_ca":true},{"name":"Carol Stalker","is_ca":true},{"name":"Angela Hovey","is_ca":true},{"name":"Candice L Schachter","is_ca":true},{"name":"Gerri Lasiuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02801246331293319,"gpt":0.3909263977021883,"spread":0.3629139343892552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004983712,0.0005860282,0.0004682696,0.001284607,0.007489951,0.00441677,0.0006137403,0.001785364,0.002979377],"category_scores_gemma":[0.01018567,0.000460463,0.0002560079,0.000659208,0.01188011,0.002955345,0.00796355,0.003007696,0.0002671714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001900059,"about_ca_system_score_gemma":0.002046816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739279,"about_ca_topic_score_gemma":0.00414194,"domain_scores_codex":[0.9919602,0.006321394,0.0001387955,0.0001759996,0.0007812802,0.0006222763],"domain_scores_gemma":[0.9936042,0.003755595,0.00143085,0.0002148419,0.0004367628,0.000557737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001983222,0.0000105718,0.003310659,0.00006529624,0.000005653519,0.0008429486,0.987639,0.00001536849,0.0007157752,0.002642324,0.0004533956,0.004279289],"study_design_scores_gemma":[0.000003471142,0.00006539242,0.002271234,0.0001136784,0.000008304149,0.002607585,0.9830095,0.00004117814,0.0003134023,0.0007426618,0.0108126,0.00001101527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672586,0.001957819,0.00265938,0.008857662,0.0001666367,0.00004191811,0.00001496068,0.00002018216,0.01902301],"genre_scores_gemma":[0.9958922,0.0008406474,0.0003216487,0.001053288,0.00005873337,0.00002577565,0.000006040162,0.000009538646,0.001792172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007489951,"threshold_uncertainty_score":0.0263567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142857014","doi":"10.1080/01612840500503047","title":"SLEEPINESS AND RELATIONSHIPS IN OBSTRUCTIVE SLEEP APNEA","year":2006,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Embarrassment; Obstructive sleep apnea; Intrapersonal communication; Mood; Psychology; Clinical psychology; Interpersonal communication; Anger; Interpersonal relationship; Sleep (system call); Medicine; Developmental psychology; Social psychology; Internal medicine","authors":[{"name":"Judith L. Reishtein","is_ca":false},{"name":"Allan I Pack","is_ca":false},{"name":"Greg Maislin","is_ca":false},{"name":"David F. Dinges","is_ca":false},{"name":"Thomas J. Bloxham","is_ca":false},{"name":"Charles F. George","is_ca":true},{"name":"Harly Greenberg","is_ca":false},{"name":"Gihan A. Kader","is_ca":false},{"name":"Mark W. Mahowald","is_ca":false},{"name":"Joel Younger","is_ca":false},{"name":"Terri E. Weaver","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02914842238848755,"gpt":0.3731520640607555,"spread":0.3440036416722679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003036618,0.0001569437,0.0003087228,0.001071493,0.002646013,0.001657095,0.0004461946,0.0004330286,0.002069783],"category_scores_gemma":[0.01057056,0.0001792437,0.0002370681,0.000872036,0.002569435,0.001564685,0.002229621,0.0007598812,0.00009659395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292899,"about_ca_system_score_gemma":0.001484247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004898567,"about_ca_topic_score_gemma":0.009513342,"domain_scores_codex":[0.9972173,0.002038178,0.0001312554,0.00006867205,0.0003602237,0.0001844358],"domain_scores_gemma":[0.9940149,0.004099748,0.0009105101,0.00009561388,0.0003893637,0.000489881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007328951,0.00005941316,0.06212211,0.000426117,0.00002573116,0.001084047,0.9143935,0.00004158488,0.0009703272,0.001735856,0.000846694,0.01822134],"study_design_scores_gemma":[0.000005370921,0.00007778847,0.05601484,0.0002172517,0.000008665347,0.0008177873,0.9356302,0.00004771244,0.00009411211,0.0003060822,0.006767448,0.0000126354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991863,0.001579845,0.0002561423,0.00156709,0.0000518253,0.00003778174,0.00006423288,0.000003196363,0.004576748],"genre_scores_gemma":[0.9983891,0.0007401796,0.0001176158,0.0001990563,0.00001365548,0.0000273824,0.00002074495,0.00000270892,0.0004895261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004898567,"threshold_uncertainty_score":0.01605934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040097091","doi":"10.1080/01612840305302","title":"Re-Establishing Psychodynamic Theory as Foundational Knowledge for Psychiatric/Mental Health Nursing","year":2003,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":47,"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":"Psychodynamics; Nursing theory; Assertion; Therapeutic relationship; Nursing; Psychology; Interpersonal communication; Mental health; Foundation (evidence); Nursing care; Psychotherapist; Medicine; MEDLINE; Social psychology; Computer science","authors":[{"name":"Ruth Gallop","is_ca":true},{"name":"Louise O’Brien","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07375339895610028,"gpt":0.5441071194535998,"spread":0.4703537204974995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00862523,0.0007266451,0.001621561,0.003679383,0.001423236,0.006205972,0.00223844,0.004368886,0.002082177],"category_scores_gemma":[0.009052671,0.0004146719,0.0007799385,0.003382137,0.01339134,0.01197197,0.003517821,0.008964223,0.001137476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004666112,"about_ca_system_score_gemma":0.011912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004185765,"about_ca_topic_score_gemma":0.006098398,"domain_scores_codex":[0.9952615,0.002663563,0.0003250111,0.0001903222,0.001429196,0.0001304994],"domain_scores_gemma":[0.9910484,0.006391211,0.0004967139,0.0005548025,0.001223496,0.0002854247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002341688,0.0001163319,0.0003960801,0.008725596,0.00005084404,0.0004417225,0.004554391,0.0004538866,0.0004589582,0.2362001,0.02210946,0.7264691],"study_design_scores_gemma":[0.00002156783,0.00008054981,0.001351199,0.01952364,0.00004714915,0.001919755,0.006464312,0.0004805981,0.0002861086,0.2639469,0.7058299,0.00004817152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001076751,0.9268211,0.009521754,0.03547939,0.004400424,0.00005958277,0.00001074808,0.00005109681,0.02257919],"genre_scores_gemma":[0.02525759,0.9450874,0.0139872,0.009444538,0.002088009,0.0001422101,0.000025359,0.00001761299,0.003950139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00862523,"threshold_uncertainty_score":0.04561508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133400180","doi":"10.1080/01612840600996257","title":"PERCEPTIONS OF MENTAL HEALTH AMONG RECENTLY IMMIGRATED MEXICAN ADOLESCENTS","year":2006,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":47,"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":"U.S. Public Health Service","keywords":"Mental health; Immigration; Anxiety; Thematic analysis; Psychology; Perception; Vulnerability (computing); Clinical psychology; Psychiatry; Qualitative research; Medicine; Gerontology; Sociology","authors":[{"name":"Carolyn García","is_ca":false},{"name":"Elizabeth Saewyc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01429007373887779,"gpt":0.3574977913445473,"spread":0.3432077176056695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114885,0.000171814,0.000203323,0.0004095031,0.0008856741,0.001154393,0.0001792825,0.0003905145,0.0009122468],"category_scores_gemma":[0.00224091,0.0001802527,0.0002650218,0.000200687,0.0008668599,0.0004676912,0.0009412558,0.0007320818,0.00006137355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005762645,"about_ca_system_score_gemma":0.0005032758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067675,"about_ca_topic_score_gemma":0.01527209,"domain_scores_codex":[0.9996467,0.0001877869,0.00002115927,0.00001751703,0.00005735431,0.00006950409],"domain_scores_gemma":[0.9992359,0.0001849687,0.0002757384,0.00002207487,0.00009707626,0.000184202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009318406,0.0001509493,0.8524451,0.00008372912,0.00005312425,0.0005916114,0.1340245,0.00004122167,0.001295914,0.0003408668,0.0004192481,0.01046046],"study_design_scores_gemma":[0.00001510187,0.0003668876,0.6177924,0.0001316963,0.00004358749,0.0006161404,0.3780905,0.0001083116,0.0002170984,0.00009192384,0.002512339,0.00001409745],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994487,0.0001300979,0.00001154685,0.0001120474,0.00000337029,0.000003558975,0.000006337169,4.432882e-7,0.0002839065],"genre_scores_gemma":[0.9994963,0.0002433335,0.00002958813,0.00008198681,0.000003480077,0.000006771625,0.0000106592,3.718499e-7,0.0001274649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067675,"threshold_uncertainty_score":0.02122921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966526887","doi":"10.1080/01612840290052848","title":"CONTEXTUAL ANALYSIS OF COPING: IMPLICATIONS FOR IMMIGRANTS' MENTAL HEALTH CARE","year":2002,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Coping (psychology); Stressor; Mental health; Psychology; Immigration; Vietnamese; Health care; Social psychology; Clinical psychology; Psychotherapist; Political science","authors":[{"name":"Tam Truong Donnelly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08697331506946995,"gpt":0.5046206894451795,"spread":0.4176473743757095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003163156,0.00039681,0.0003696513,0.001894277,0.004291316,0.003936252,0.0008266529,0.0006808038,0.003004629],"category_scores_gemma":[0.006866148,0.0001999475,0.0005119199,0.00244827,0.00612469,0.002902513,0.003994884,0.001161372,0.00006439847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00379658,"about_ca_system_score_gemma":0.003766382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01782648,"about_ca_topic_score_gemma":0.03859329,"domain_scores_codex":[0.9983846,0.0012375,0.00005362458,0.00007461853,0.00007303319,0.0001765459],"domain_scores_gemma":[0.9970914,0.002020091,0.0002685443,0.0001237588,0.0002216025,0.0002746973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001605494,0.0001787212,0.07828524,0.001421764,0.0001291352,0.003699285,0.6065787,0.001492838,0.000698217,0.2001428,0.004461839,0.1027509],"study_design_scores_gemma":[0.0000131466,0.00006804001,0.04799862,0.0009255713,0.00005960578,0.0006562658,0.8729616,0.001436304,0.0002363181,0.05470736,0.02089618,0.00004103923],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8782987,0.0134036,0.01653522,0.04455423,0.0004407958,0.0003463762,0.0003420578,0.0000689245,0.04601021],"genre_scores_gemma":[0.9912362,0.002824768,0.004426356,0.00069236,0.00005613007,0.0001549069,0.00007050198,0.000009008104,0.0005297107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01782648,"threshold_uncertainty_score":0.03544545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966292411","doi":"10.3109/01612840.2012.701707","title":"Using Critical Ethnography to Explore Issues among Immigrant and Refugee Women Seeking Help for Postpartum Depression","year":2012,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Maternal Mental Health During Pregnancy and Postpartum","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":"University of Calgary","funders":"","keywords":"Refugee; Ethnography; Immigration; Postpartum depression; Critical ethnography; Sociology; Politics; Gender studies; Mental health; Psychology; Social psychology; Political science; Psychiatry; Pregnancy; Anthropology","authors":[{"name":"Joyce O’Mahony","is_ca":true},{"name":"Tam Truong Donnelly","is_ca":true},{"name":"Dave Este","is_ca":true},{"name":"Shelley Raffin Bouchal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0747197581692406,"gpt":0.4440373296423338,"spread":0.3693175714730932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01311787,0.0007817854,0.0004479759,0.002741428,0.01032203,0.003688629,0.001352523,0.001329196,0.00164301],"category_scores_gemma":[0.01460143,0.0004888487,0.0003362027,0.001724653,0.008108558,0.004208776,0.006756609,0.001802653,0.0001251509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002972089,"about_ca_system_score_gemma":0.003764807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006587072,"about_ca_topic_score_gemma":0.0189377,"domain_scores_codex":[0.9910121,0.007428979,0.0002564975,0.0002585136,0.0002858346,0.0007580334],"domain_scores_gemma":[0.9822855,0.01489255,0.0009592663,0.0005795318,0.0006161537,0.0006669826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000235322,0.0000449286,0.002082729,0.00007885561,0.000003588577,0.0006115828,0.9910955,0.00001919599,0.0003843752,0.000880455,0.0002663317,0.004508944],"study_design_scores_gemma":[0.000008662224,0.00008371654,0.001751205,0.0001983702,0.000005864565,0.0003042505,0.9910595,0.00004785713,0.0002093056,0.0006860014,0.005634781,0.00001043543],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818045,0.001544505,0.00458975,0.002330713,0.000119693,0.001037916,0.00008635587,0.00001941261,0.008467034],"genre_scores_gemma":[0.9885563,0.002452761,0.004681556,0.0008590547,0.00007981391,0.001249884,0.00006496527,0.00001370794,0.002041885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01311787,"threshold_uncertainty_score":0.0693748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895355457","doi":"10.1080/01612840.2018.1479903","title":"Immigrant Women and Mental Health Care: Findings from an Environmental Scan","year":2018,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria; Thompson Rivers University","funders":"Thompson Rivers University","keywords":"Mental health; Postpartum depression; Public health; Immigration; Health promotion; Nursing; Language barrier; Medicine; Psychology; Gerontology; Psychiatry; Political science; Pregnancy","authors":[{"name":"Joyce O’Mahony","is_ca":true},{"name":"Nancy Clark","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01060172943890178,"gpt":0.3430072501629902,"spread":0.3324055207240884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530434,0.000201072,0.0003036113,0.001467876,0.003852727,0.001947519,0.000699051,0.0005032687,0.002084642],"category_scores_gemma":[0.005569547,0.0001942508,0.0003297249,0.00404742,0.001743941,0.0009381982,0.00301731,0.0007092972,0.00007887909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006283923,"about_ca_system_score_gemma":0.02409612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7583438,"about_ca_topic_score_gemma":0.8891579,"domain_scores_codex":[0.998867,0.0003691413,0.00007136708,0.00006363041,0.0002313661,0.0003975454],"domain_scores_gemma":[0.996806,0.001395729,0.0006015809,0.00009865889,0.0007895019,0.0003084812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001371098,0.00007687299,0.7934816,0.0009864744,0.0001155582,0.00298308,0.1589673,0.00008736574,0.0003342466,0.001429659,0.002648958,0.03875165],"study_design_scores_gemma":[0.000007487014,0.00006418483,0.5654373,0.001420929,0.0001408119,0.0008766314,0.4181862,0.00005804996,0.0001100612,0.0002633717,0.01341165,0.00002333202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803215,0.004521141,0.0000946963,0.003239857,0.00002367216,0.00004544731,0.0009595447,0.0000050077,0.01078905],"genre_scores_gemma":[0.9936084,0.004464809,0.0001666458,0.000938077,0.0000126042,0.00004200571,0.0001953876,0.000006806904,0.000565424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7583438,"threshold_uncertainty_score":0.4861588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134909033","doi":"10.1080/01612840903033733","title":"Primary Mental Health Care Information and Services for St. John's Visible Minority Immigrants: Gaps and Opportunities","year":2009,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. John’s Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Mental health; Immigration; Stigma (botany); Language barrier; Service provider; Cultural competence; Literacy; Health care; Mental health literacy; Cultural diversity; Nursing; Public relations; Service (business); Mental illness; Medicine; Business; Psychology; Political science; Psychiatry; Marketing","authors":[{"name":"Sylvia Reitmanova","is_ca":true},{"name":"Diana L. Gustafson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02246420238729456,"gpt":0.3722686782775653,"spread":0.3498044758902707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002707883,0.0001396632,0.0001925287,0.0007814789,0.004806346,0.002648538,0.0007665674,0.001261852,0.007986929],"category_scores_gemma":[0.006017247,0.0002273345,0.0001459061,0.001007338,0.001096256,0.002689139,0.003001033,0.001101645,0.0003896718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918081,"about_ca_system_score_gemma":0.01375645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03646335,"about_ca_topic_score_gemma":0.0936598,"domain_scores_codex":[0.9986552,0.0005408577,0.00009230598,0.00004683437,0.0001907968,0.00047404],"domain_scores_gemma":[0.9938657,0.002516033,0.0007216503,0.0001205267,0.0006222136,0.00215389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002821967,0.0009788097,0.2689148,0.002632632,0.00003679126,0.005032104,0.1596609,0.0001798496,0.002389346,0.00625947,0.02529089,0.5283421],"study_design_scores_gemma":[0.00003040037,0.0005833491,0.1969254,0.003298189,0.00004337927,0.002291613,0.7347829,0.0004262717,0.0006531299,0.002654029,0.05825825,0.00005307443],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8511668,0.008056571,0.0004329441,0.1157072,0.0002823852,0.0001103369,0.0001721975,0.00004002012,0.02403151],"genre_scores_gemma":[0.9875717,0.004985483,0.001057803,0.003486684,0.0001105285,0.00006792239,0.00007998711,0.000007502533,0.002632232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9635366,"threshold_uncertainty_score":0.0725022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207702410","doi":"10.1080/01612840.2021.1986757","title":"Social Contact: Next Steps in an Effective Strategy to Mitigate the Stigma of Mental Illness","year":2021,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Mental illness; Stigma (botany); Prejudice (legal term); Mental health; Psychological intervention; Social stigma; Psychology; Psychiatry; Social support; Public relations; Medicine; Nursing; Social psychology; Political science; Family medicine","authors":[{"name":"Joseph Adu","is_ca":true},{"name":"Abe Oudshoorn","is_ca":true},{"name":"Kelly K. Anderson","is_ca":true},{"name":"Carrie Anne Marshall","is_ca":true},{"name":"Heather Stuart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04929235284474601,"gpt":0.4702957695627361,"spread":0.4210034167179901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009678353,0.0009740758,0.000675999,0.001351965,0.008027825,0.005698254,0.002165477,0.006757169,0.02012956],"category_scores_gemma":[0.01245913,0.0003690974,0.001164223,0.0005100454,0.00543609,0.008487057,0.01394217,0.007514136,0.001991915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002859351,"about_ca_system_score_gemma":0.01986428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128789,"about_ca_topic_score_gemma":0.007745584,"domain_scores_codex":[0.9910682,0.006437825,0.0001532512,0.0003236723,0.0008814174,0.001135586],"domain_scores_gemma":[0.9869314,0.005670437,0.0006532188,0.0005532174,0.0007938474,0.005397964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002929305,0.005379729,0.009886973,0.004481344,0.0003110649,0.001558961,0.05747371,0.00069625,0.002581141,0.11113,0.09069151,0.7155164],"study_design_scores_gemma":[0.0005010126,0.002408904,0.02789009,0.01377727,0.0003344666,0.001791494,0.1818431,0.001562788,0.002311139,0.1859362,0.581451,0.0001925373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06506611,0.01474805,0.03093421,0.7788526,0.004052516,0.001693193,0.00008687742,0.0004781941,0.1040883],"genre_scores_gemma":[0.7814314,0.02439243,0.08186147,0.07956641,0.003147246,0.00432318,0.0001679876,0.0001497098,0.02496029],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02012956,"threshold_uncertainty_score":0.06734008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1925299430","doi":"10.3109/01612840.2014.968694","title":"Towards Effective Management in Psychiatric-Mental Health Nursing: The Dangers and Consequences of Micromanagement","year":2015,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wycliffe College","funders":"","keywords":"Mental health; Productivity; Creativity; Management styles; Psychology; Nursing; Medicine; Psychiatry; Social psychology; Public relations; Political science","authors":[{"name":"Michelle Cleary","is_ca":false},{"name":"Catherine Hungerford","is_ca":false},{"name":"Violeta López","is_ca":false},{"name":"John R. Cutcliffe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02840505015153054,"gpt":0.3364389846293946,"spread":0.3080339344778641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0220237,0.0005629687,0.0004059529,0.001415214,0.01124177,0.01303743,0.002293568,0.00376883,0.00202379],"category_scores_gemma":[0.02515699,0.0005032588,0.0004446429,0.001081361,0.01655922,0.009175434,0.01181397,0.009424472,0.0006541568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005251114,"about_ca_system_score_gemma":0.01885478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004948493,"about_ca_topic_score_gemma":0.01438042,"domain_scores_codex":[0.9807566,0.0126294,0.0009538031,0.0006167482,0.002809295,0.002234293],"domain_scores_gemma":[0.9818887,0.00536695,0.002979243,0.0008423271,0.002455674,0.006467083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001263892,0.001004088,0.05015852,0.001787096,0.000104287,0.004243379,0.2898232,0.001154346,0.001938337,0.1376616,0.04397716,0.4680216],"study_design_scores_gemma":[0.00007437533,0.0005132808,0.03925345,0.004762143,0.00002874727,0.00520946,0.5958073,0.001744877,0.001203662,0.1729703,0.1781835,0.0002489307],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2223626,0.02919758,0.01228547,0.695411,0.002210217,0.0002450003,0.00001680242,0.0001192914,0.03815208],"genre_scores_gemma":[0.932147,0.01478514,0.01494552,0.03095083,0.0008318179,0.0002259991,0.00001775179,0.00003580865,0.006060085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0220237,"threshold_uncertainty_score":0.1164738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171892749","doi":"10.1080/01612840600642984","title":"TACKLING WORK PLACE BULLYING","year":2006,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Workplace bullying; Work (physics); Qualitative research; Psychology; Poison control; Public relations; Applied psychology; Social psychology; Sociology; Political science; Medicine; Engineering; Environmental health","authors":[{"name":"Judith MacIntosh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01783422790259917,"gpt":0.3792893753533071,"spread":0.3614551474507079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005543226,0.0004694714,0.0004352024,0.0007594295,0.006465471,0.002767471,0.001507004,0.00210309,0.001758762],"category_scores_gemma":[0.01064625,0.0002901188,0.0003913646,0.0006436098,0.004765637,0.003629097,0.005514551,0.002247476,0.0002439126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286436,"about_ca_system_score_gemma":0.002856167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004438419,"about_ca_topic_score_gemma":0.007937709,"domain_scores_codex":[0.9925171,0.005815158,0.0001718212,0.0002013541,0.0004467069,0.00084789],"domain_scores_gemma":[0.9954939,0.002707761,0.0005246376,0.0002354535,0.0003710092,0.0006672834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003189639,0.0001229236,0.00680313,0.0005622439,0.0000195207,0.0007292458,0.9431772,0.00009209647,0.001938695,0.002235147,0.001405637,0.04288214],"study_design_scores_gemma":[0.00001102131,0.0002520182,0.003119183,0.0003950458,0.00002444179,0.0005358678,0.9686695,0.00009831479,0.000747358,0.001265068,0.02486757,0.00001469002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533766,0.004261631,0.01327109,0.01290766,0.000264948,0.000268532,0.0000568599,0.00006100427,0.01553169],"genre_scores_gemma":[0.9900186,0.002369726,0.003223736,0.001448842,0.00004957663,0.0001707674,0.00002738286,0.00001604095,0.002675339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006465471,"threshold_uncertainty_score":0.02931577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100076942","doi":"10.3109/01612840.2012.708701","title":"Workplace Bullying Influences Women's Engagement in the Workforce","year":2012,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick","funders":"Canadian Institutes of Health Research","keywords":"Workplace bullying; Workforce; Occupational safety and health; Mental health; Psychology; Grounded theory; Suicide prevention; Human factors and ergonomics; Work (physics); Poison control; Injury prevention; Social psychology; Medicine; Qualitative research; Sociology; Political science; Psychiatry; Environmental health","authors":[{"name":"Judith MacIntosh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0511975144383134,"gpt":0.4224902451411845,"spread":0.3712927307028711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009693239,0.0001733235,0.0002321729,0.0005924866,0.003256477,0.002536678,0.0006378839,0.0006765965,0.004026159],"category_scores_gemma":[0.004888242,0.0002304206,0.0003129707,0.000622245,0.001567348,0.0007123557,0.001798361,0.001049341,0.0002092221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00573004,"about_ca_system_score_gemma":0.008079616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6364473,"about_ca_topic_score_gemma":0.7283888,"domain_scores_codex":[0.9988539,0.0002939372,0.00004005214,0.00007642119,0.000161508,0.0005742598],"domain_scores_gemma":[0.9982961,0.0004779452,0.0003828677,0.00005239281,0.0002272625,0.0005634864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007685855,0.0002316052,0.913,0.00004629665,0.00005494981,0.0002045511,0.06874046,0.00007257872,0.0005280577,0.0004946101,0.0008470226,0.01570291],"study_design_scores_gemma":[0.000009230723,0.0001254541,0.8682109,0.0001322478,0.00004035976,0.00006615174,0.1284374,0.0001218688,0.0001004475,0.0001599409,0.002582717,0.00001326294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963053,0.0002511099,0.00002599545,0.0005142355,0.000009009502,0.000007241782,0.00002332527,0.00000194614,0.002861849],"genre_scores_gemma":[0.9989113,0.0001945497,0.00002232311,0.0000852072,0.000002927354,0.000004119787,0.0000161602,0.000001624267,0.0007617854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6364473,"threshold_uncertainty_score":0.7313876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969283969","doi":"10.1080/01612840802509452","title":"The Importance of Medication in Consumer Definitions of Recovery from Serious Mental Illness: A Qualitative Study","year":2009,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Qualitative research; Mental illness; Meaning (existential); Context (archaeology); Mental health; Nursing; Medication adherence; Psychology; Medicine; Psychiatry; Psychotherapist; Sociology","authors":[{"name":"Myra Piat","is_ca":true},{"name":"Judith Sabetti","is_ca":true},{"name":"D. M. Bloom","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1732505843181805,"gpt":0.5187277791025986,"spread":0.3454771947844181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01901716,0.0004497699,0.0007464949,0.001486358,0.009817314,0.004422676,0.001483606,0.002119121,0.002767064],"category_scores_gemma":[0.02292311,0.0008412564,0.0003783246,0.001754709,0.01160368,0.005417051,0.005139935,0.00345229,0.0002168349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005876526,"about_ca_system_score_gemma":0.005348918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01471834,"about_ca_topic_score_gemma":0.02132123,"domain_scores_codex":[0.9873738,0.009682572,0.0004061739,0.0004047293,0.000976937,0.001155819],"domain_scores_gemma":[0.9686738,0.02624266,0.001535274,0.0004866425,0.001579726,0.001481988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001677698,0.00002533197,0.001207459,0.00004692229,0.00000145996,0.0003187589,0.9961675,0.000008679322,0.0002521629,0.0005297157,0.0001293998,0.001295787],"study_design_scores_gemma":[0.000002364314,0.00002560971,0.000773202,0.00006100287,0.000002027943,0.0001934099,0.9962071,0.00003745911,0.0001116127,0.0001419856,0.002436665,0.000007466965],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900699,0.0005519865,0.001784724,0.003496652,0.00005153459,0.0001500702,0.00006853423,0.00001030177,0.003816284],"genre_scores_gemma":[0.995454,0.0006265828,0.0008486388,0.001060262,0.00001984954,0.0001642633,0.00003317921,0.00001791573,0.001775338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01901716,"threshold_uncertainty_score":0.1005735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010869853","doi":"10.1080/01612840490472138","title":"UNCONVENTIONAL INDICATORS OF DRUG DEPENDENCE AMONG ELDERLY LONG-TERM USERS OF BENZODIAZEPINES","year":2004,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Sleep and related disorders","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Université Laval; Université de Montréal; Hôpital du Saint-Sacrement","funders":"","keywords":"Stressor; Psychiatry; Term (time); Psychology; Population; Medicine; Quarter (Canadian coin); Posttraumatic stress; Clinical psychology; Environmental health","authors":[{"name":"Philippe Voyer","is_ca":true},{"name":"Michael McCubbin","is_ca":true},{"name":"David Cohen","is_ca":false},{"name":"Sylvie Lauzon","is_ca":true},{"name":"Johanne Collin","is_ca":true},{"name":"Caroline Boivin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01268980889117662,"gpt":0.3637379362739898,"spread":0.3510481273828132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007970747,0.0001648426,0.0001918031,0.0005530833,0.0004973768,0.0004795047,0.0001728344,0.0002955826,0.0005442189],"category_scores_gemma":[0.003343412,0.0001240713,0.0001687786,0.0003196055,0.0005335317,0.0003883999,0.0006845784,0.0003624456,0.00008450234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687295,"about_ca_system_score_gemma":0.0002590387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003391552,"about_ca_topic_score_gemma":0.008487486,"domain_scores_codex":[0.9995271,0.0001868431,0.00006612873,0.00002278667,0.0001290278,0.00006810158],"domain_scores_gemma":[0.9975291,0.0004412976,0.001177374,0.00008903092,0.0004521225,0.0003110847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008718672,0.00005481001,0.9849964,0.00002992919,0.00001628052,0.0002225773,0.008207066,0.00002744805,0.001384594,0.00002804119,0.00008954015,0.004855966],"study_design_scores_gemma":[0.000002530765,0.0001757918,0.9876568,0.000009702394,0.00000934962,0.0004092663,0.01123544,0.00007491015,0.0001438835,0.00002639759,0.0002501484,0.000005633573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996145,0.00007050242,0.00004000946,0.00003700083,0.000001745461,0.000003212134,0.00001324281,8.242631e-7,0.0002188612],"genre_scores_gemma":[0.9997339,0.00007401343,0.00006667694,0.00002518319,0.000003958789,0.000002506025,0.00001991068,3.267072e-7,0.00007353424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003391552,"threshold_uncertainty_score":0.00674367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118190012","doi":"10.1080/01612840500248197","title":"A LITERATURE REVIEW OF THE PROGRESS OF THE PSYCHIATRIC NURSE-PATIENT RELATIONSHIP AS DESCRIBED BY PEPLAU","year":2005,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nurse–client relationship; Therapeutic relationship; Relevance (law); Nursing; Psychology; Nursing care; MEDLINE; Interpersonal communication; Nursing practice; Medicine; Psychotherapist; Social psychology","authors":[{"name":"Cherill Stockmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04066083977570411,"gpt":0.4776974229195314,"spread":0.4370365831438273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001925429,0.0008355046,0.001960803,0.009667399,0.000742436,0.001503629,0.001208694,0.001193463,0.003227328],"category_scores_gemma":[0.00616012,0.0004307046,0.0009860689,0.01413442,0.0005871133,0.002465499,0.0008255151,0.0008626189,0.0007028754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917944,"about_ca_system_score_gemma":0.006332998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007392453,"about_ca_topic_score_gemma":0.02197828,"domain_scores_codex":[0.9984773,0.0004701851,0.0003923942,0.0001467304,0.000450494,0.0000628796],"domain_scores_gemma":[0.9968965,0.001804408,0.0004594673,0.00004572846,0.0007132025,0.00008075399],"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":[0.0001023536,0.00005621173,0.0009216008,0.1664436,0.0002751393,0.0008201106,0.0009633749,0.0001946974,0.0003850994,0.002031308,0.03448584,0.7933207],"study_design_scores_gemma":[0.00004839142,0.000245688,0.01810868,0.3349087,0.001994931,0.007064314,0.002770986,0.0001529659,0.0005160305,0.002004705,0.6321095,0.00007511683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002652906,0.9985814,0.00007313179,0.0002845176,0.0001104236,0.00002079378,0.00003445095,0.000002836303,0.0006271607],"genre_scores_gemma":[0.001700689,0.9973815,0.0003977518,0.0002346936,0.0000346633,0.00002714111,0.00003500197,9.313485e-7,0.0001876335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009667399,"threshold_uncertainty_score":0.01469886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129305003","doi":"10.3109/01612840.2011.583810","title":"Waiting for Oblivion: Women's Experiences with Electroshock","year":2011,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Disconnection; Vulnerability (computing); Qualitative research; Psychology; Grounded theory; Lived experience; Nursing; Social psychology; Medicine; Psychotherapist; Sociology; Political science; Social science","authors":[{"name":"Cheryl van Daalen‐Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06553589031428628,"gpt":0.3588799832485755,"spread":0.2933440929342892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004970532,0.0005961347,0.0006945874,0.0008505163,0.009350155,0.004451014,0.001262977,0.002275396,0.003383066],"category_scores_gemma":[0.01721478,0.0005416181,0.0003566371,0.0007495068,0.009334753,0.004056422,0.005639951,0.002877541,0.0003426603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00212353,"about_ca_system_score_gemma":0.002782744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00555834,"about_ca_topic_score_gemma":0.01070349,"domain_scores_codex":[0.9951028,0.003438699,0.0001374014,0.0002193967,0.000389893,0.0007118527],"domain_scores_gemma":[0.9901605,0.007631158,0.0007888161,0.0001862605,0.0003836688,0.0008495986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000508987,0.00001409481,0.001389705,0.00007082277,0.00000381789,0.001226925,0.9922391,0.00001928344,0.0005018575,0.0006707373,0.0003315131,0.003481177],"study_design_scores_gemma":[0.000002741113,0.00006130253,0.0008636081,0.0000730306,0.000004054449,0.0004914025,0.9916424,0.0000184095,0.0002011262,0.0001749547,0.00645642,0.0000106005],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824227,0.001720578,0.001478738,0.004844137,0.000213331,0.00005721933,0.00006400682,0.00003779371,0.009161461],"genre_scores_gemma":[0.993495,0.001089072,0.0004391583,0.0008575715,0.00005570907,0.00005512977,0.00002731707,0.00003401899,0.003947083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009350155,"threshold_uncertainty_score":0.02628702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098473809","doi":"10.1080/01612840701748847","title":"Use of Animal-Assisted Therapy in the Rehabilitation of an Assault Victim with a Concurrent Mood Disorder","year":2008,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","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 Toronto; St. Michael's Hospital","funders":"","keywords":"Rehabilitation; Medicine; Mood; Psychotherapist; Multidisciplinary approach; Psychiatry; Psychology; Physical therapy","authors":[{"name":"Sanjeev Sockalingam","is_ca":true},{"name":"Madeline Li","is_ca":true},{"name":"Upasana Krishnadev","is_ca":true},{"name":"K.G. Hanson","is_ca":true},{"name":"Kayli Balaban","is_ca":true},{"name":"Laura Pacione","is_ca":true},{"name":"Shree Bhalerao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07509304545698711,"gpt":0.4831021823925112,"spread":0.4080091369355241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007660306,0.0008028383,0.001367581,0.002252415,0.0003956623,0.001001807,0.0009990233,0.001939677,0.001900148],"category_scores_gemma":[0.0009285768,0.0002044502,0.0003747974,0.001493061,0.0007658614,0.001174852,0.0005973963,0.0010659,0.001504174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003668035,"about_ca_system_score_gemma":0.0006133629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028497,"about_ca_topic_score_gemma":0.003002103,"domain_scores_codex":[0.9997225,0.00009229797,0.00004436994,0.00003831233,0.00008663187,0.00001586705],"domain_scores_gemma":[0.9995315,0.0003132618,0.00005892692,0.00001685805,0.00005716598,0.00002218703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00006896751,0.0001509261,0.0004243658,0.009837694,0.00008153459,0.001626366,0.0001608976,0.0002083262,0.001601551,0.001149138,0.007973624,0.9767166],"study_design_scores_gemma":[0.0000488199,0.0006035396,0.005938129,0.01057993,0.0002854945,0.04041135,0.0008403662,0.0002348463,0.002825804,0.002459383,0.9356948,0.00007748308],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005981327,0.9967379,0.0003466348,0.0002166095,0.0001324206,0.000008608963,0.000008182548,0.00001193006,0.001939631],"genre_scores_gemma":[0.002550442,0.9959427,0.0006387233,0.0001629169,0.00008267542,0.00001052806,0.00001344726,0.000002111624,0.0005964285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002252415,"threshold_uncertainty_score":0.006356597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2404093601","doi":"10.1080/01612840.2016.1180724","title":"Barriers and Facilitators to the Use of Mental Health Services by Women With Elevated Symptoms of Depression and Their Partners","year":2016,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Mental health; Postpartum period; Depression (economics); Qualitative research; Psychology; Postpartum depression; Stigma (botany); Content analysis; Medicine; Psychiatry; Clinical psychology; Nursing; Pregnancy","authors":[{"name":"Linda Bell","is_ca":true},{"name":"Nancy Feeley","is_ca":true},{"name":"Barbara Hayton","is_ca":true},{"name":"Phyllis Zelkowitz","is_ca":true},{"name":"Madeleine Tait","is_ca":true},{"name":"Sophie Desindes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01412013245430472,"gpt":0.3316801718023687,"spread":0.317560039348064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00517946,0.0002373504,0.0004451872,0.0006231386,0.002802411,0.0016709,0.0005683592,0.000528843,0.001325512],"category_scores_gemma":[0.01337011,0.000449181,0.0002925843,0.000596449,0.002169485,0.001465264,0.002787984,0.001004536,0.00008455619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829262,"about_ca_system_score_gemma":0.004034593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008877018,"about_ca_topic_score_gemma":0.01498653,"domain_scores_codex":[0.9954934,0.003017948,0.0002343253,0.000141828,0.0003845902,0.0007278098],"domain_scores_gemma":[0.9912736,0.007005731,0.0007765853,0.0001284647,0.0003896098,0.0004260786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009778316,0.00009827668,0.07359269,0.0004832962,0.0000269478,0.001739534,0.9021276,0.00008487312,0.001078861,0.001516052,0.0003469462,0.01880712],"study_design_scores_gemma":[0.000006085776,0.00009182104,0.01693796,0.0003043778,0.00001634721,0.0005111098,0.9789423,0.00006900624,0.0002678302,0.0002433423,0.002597268,0.00001256358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962438,0.0005695787,0.0003948217,0.0008249258,0.00001166347,0.00007399106,0.00003552894,0.000003529596,0.001842117],"genre_scores_gemma":[0.9985791,0.0006027421,0.000285334,0.0001396165,0.000004845172,0.0000761689,0.00001234313,0.000002421289,0.0002973568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008877018,"threshold_uncertainty_score":0.02739197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161801641","doi":"10.3109/01612840.2012.697254","title":"Predictive Validity and Psychiatric Nursing Staff's Perception of the Clinical Usefulness of the French Version of the Dynamic Appraisal of Situational Aggression","year":2012,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec","funders":"","keywords":"Seclusion; Aggression; Predictive validity; Situational ethics; Psychology; Psychiatric hospital; Perception; Scale (ratio); Psychiatry; Clinical psychology; Nursing; Medicine; Social psychology","authors":[{"name":"Alexandre Dumais","is_ca":true},{"name":"Caroline Larue","is_ca":true},{"name":"Cécile Michaud","is_ca":true},{"name":"Marie‐Hélène Goulet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04264295913484608,"gpt":0.4371109916648018,"spread":0.3944680325299558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00670688,0.0002714182,0.0003170596,0.001570499,0.0004156081,0.0007360619,0.0002880874,0.000335519,0.0008599063],"category_scores_gemma":[0.04145413,0.0001613292,0.000371949,0.0004916218,0.0007862449,0.000429224,0.0007132592,0.000573181,0.0001375313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006951231,"about_ca_system_score_gemma":0.0008169144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006503678,"about_ca_topic_score_gemma":0.007337017,"domain_scores_codex":[0.9953735,0.002402776,0.0003821916,0.0001855268,0.001425293,0.0002306829],"domain_scores_gemma":[0.9729676,0.0162985,0.004849921,0.0006609099,0.003964372,0.001258751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073695,0.00007185913,0.9825907,0.00002540622,0.00004925072,0.0001060664,0.002925977,0.0001829853,0.0002701383,0.00009494275,0.0001750777,0.0134002],"study_design_scores_gemma":[0.00001536638,0.000363982,0.9903362,0.00007899669,0.00003058733,0.0004061346,0.005996827,0.001639941,0.0001921338,0.0001833123,0.0007312287,0.00002524674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981465,0.0001726807,0.000214369,0.000145633,0.00001954938,0.00001387825,0.00002452921,0.000003252757,0.00125958],"genre_scores_gemma":[0.9995585,0.00009720981,0.0001861079,0.0000273804,0.00001195825,0.000009124681,0.00003310694,0.000001221389,0.00007536748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00670688,"threshold_uncertainty_score":0.03546977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110129063","doi":"10.1080/mhn.24.8.757.773","title":"Parents as Caregivers for Children with Schizophrenia: Moral Dilemmas and Moral Agency","year":2003,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Family and Disability Support Research","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Moral dilemma; Moral responsibility; Agency (philosophy); Moral agency; Psychology; Schizophrenia (object-oriented programming); Independence (probability theory); Social psychology; Developmental psychology; Psychiatry; Sociology; Political science","authors":[{"name":"P. Jane Milliken","is_ca":true},{"name":"Patricia Rodney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04830675970447115,"gpt":0.4101129828081717,"spread":0.3618062231037005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01054084,0.0004563514,0.0004669903,0.0006806267,0.008804041,0.004115816,0.0006477726,0.002627651,0.0009711694],"category_scores_gemma":[0.02765252,0.0004282925,0.0002953716,0.0006359018,0.01474416,0.003884952,0.004436167,0.004513965,0.0001326186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003851955,"about_ca_system_score_gemma":0.004237605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003823703,"about_ca_topic_score_gemma":0.008037889,"domain_scores_codex":[0.9919835,0.006871471,0.0001844417,0.0001174222,0.0004384246,0.000404793],"domain_scores_gemma":[0.9868326,0.008650699,0.002748254,0.0002734131,0.0006139481,0.0008810611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004562017,0.00005362391,0.01989775,0.0001727478,0.00001957645,0.009854306,0.9114345,0.0001199251,0.0002020236,0.02817604,0.005238314,0.0247856],"study_design_scores_gemma":[0.00001610581,0.00008088786,0.005219693,0.0004746083,0.00002547856,0.009444669,0.953927,0.0001483466,0.0001523586,0.01201038,0.01847104,0.0000294944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8838443,0.02487435,0.002641725,0.06871715,0.0005335421,0.00005882109,0.0000154385,0.00002317797,0.01929159],"genre_scores_gemma":[0.9889404,0.007602685,0.0006415432,0.001953963,0.00008180163,0.00004034576,0.000004121948,0.000004792422,0.0007303141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054084,"threshold_uncertainty_score":0.05574596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167184493","doi":"10.3109/01612840903131800","title":"The Nursing Decision Making Process in Seclusion Episodes in a Psychiatric Facility","year":2010,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut universitaire en santé mentale de Montréal; Douglas Mental Health University Institute; McGill University; Université de Montréal","funders":"","keywords":"Seclusion; Psychological intervention; Nursing; Nursing Interventions Classification; Medicine; Psychiatry; Nursing practice","authors":[{"name":"Caroline Larue","is_ca":true},{"name":"Myra Piat","is_ca":true},{"name":"Hélène Racine","is_ca":true},{"name":"Geneviève Ménard","is_ca":true},{"name":"Marie‐Hélène Goulet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02326393360003678,"gpt":0.4807496680941659,"spread":0.4574857344941291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007929688,0.0003000803,0.0002785106,0.000639654,0.002986505,0.002989946,0.0009929069,0.001175853,0.001332655],"category_scores_gemma":[0.03843623,0.0002719697,0.000407105,0.0004097024,0.002565092,0.00147628,0.002205509,0.001705254,0.000221988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700135,"about_ca_system_score_gemma":0.005082869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002931187,"about_ca_topic_score_gemma":0.007821566,"domain_scores_codex":[0.9861121,0.01134185,0.0005592482,0.0002494959,0.000815216,0.000922139],"domain_scores_gemma":[0.9827623,0.01005129,0.004088343,0.00031365,0.0009038786,0.00188062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001455442,0.001861149,0.1867359,0.0009461495,0.0001945742,0.006724361,0.2856415,0.002936383,0.004387124,0.01088557,0.008702898,0.489529],"study_design_scores_gemma":[0.0002199785,0.003254375,0.2845489,0.002801807,0.0001745171,0.008472713,0.6094643,0.006607699,0.005153834,0.019176,0.05967349,0.0004522891],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795532,0.001620152,0.003288298,0.004296361,0.0001125558,0.0001369504,0.0000212992,0.00004124133,0.01093003],"genre_scores_gemma":[0.9954861,0.000565315,0.003007479,0.0003185348,0.00002855781,0.00003974684,0.0000187358,0.000006302335,0.0005291695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007929688,"threshold_uncertainty_score":0.0419367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118818335","doi":"10.1080/01612840801981108","title":"Relationship-Based Support for Women Living with Serious Mental Illness","year":2008,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":26,"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":"Mental illness; Reciprocity (cultural anthropology); Psychology; Poverty; Mental health; Schizophrenia (object-oriented programming); Social support; Qualitative research; Social psychology; Psychiatry; Sociology","authors":[{"name":"Wanda M. Chernomas","is_ca":true},{"name":"Diana E. Clarke","is_ca":true},{"name":"Shelley Marchinko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0296001725566652,"gpt":0.431882983811697,"spread":0.4022828112550318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001847608,0.0002165211,0.0002677298,0.0004598997,0.005054698,0.001623057,0.0005106187,0.0007598339,0.00484649],"category_scores_gemma":[0.006793033,0.0001497718,0.0001877817,0.0003672192,0.001930377,0.001550833,0.003417028,0.001235941,0.0003151576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065635,"about_ca_system_score_gemma":0.001966726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940618,"about_ca_topic_score_gemma":0.006056764,"domain_scores_codex":[0.9986452,0.0009888794,0.00003129459,0.00003035256,0.00008912008,0.0002150416],"domain_scores_gemma":[0.9983109,0.000682178,0.0002744223,0.00004049458,0.0001160015,0.0005758935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001858306,0.0002493822,0.03683341,0.0004927024,0.00002771835,0.003002033,0.8190911,0.00006705364,0.002530095,0.004576424,0.00603437,0.12691],"study_design_scores_gemma":[0.00002210323,0.0004427168,0.02191349,0.0003481984,0.00002472476,0.002043904,0.9287208,0.00008311449,0.0003096612,0.001701831,0.04436984,0.00001955155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669995,0.002882546,0.0007022719,0.009737697,0.0001646462,0.00007237753,0.00002931236,0.00001824188,0.01939351],"genre_scores_gemma":[0.9956454,0.001601841,0.0004715767,0.0004667454,0.00002541428,0.00003634569,0.00001252339,0.000005509884,0.001734669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005054698,"threshold_uncertainty_score":0.01621312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898179708","doi":"10.1080/01612840.2018.1466943","title":"Fathers Raising Children with Autism Spectrum Disorder: Stories of Marital Stability as Key to Parenting Success","year":2018,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Family and Disability Support Research","field":"Psychology","cited_by":25,"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 Calgary","funders":"","keywords":"Psychology; Developmental psychology; Autism spectrum disorder; Narrative; Context (archaeology); Autism; Raising (metalworking); Social psychology","authors":[{"name":"Bonnie Lashewicz","is_ca":true},{"name":"Nick Boettcher","is_ca":true},{"name":"Amanada Lo","is_ca":true},{"name":"Leah Shipton","is_ca":true},{"name":"Beth Parrott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03664450841007513,"gpt":0.4253107807449332,"spread":0.3886662723348581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002056797,0.0003194526,0.0002006004,0.0007315236,0.003064805,0.001998383,0.0003832028,0.0006144514,0.001736764],"category_scores_gemma":[0.007862715,0.0003056501,0.0001663242,0.0004323975,0.002482207,0.002217236,0.002853858,0.001442698,0.0001622972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007520248,"about_ca_system_score_gemma":0.0005902998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00342248,"about_ca_topic_score_gemma":0.01023178,"domain_scores_codex":[0.9988191,0.0008799516,0.00004684246,0.00005310259,0.000114761,0.00008626055],"domain_scores_gemma":[0.9949517,0.003540295,0.0007919984,0.0001102461,0.0001936725,0.0004121634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000448437,0.00002152427,0.04196049,0.00008927016,0.00001155504,0.002013211,0.9431607,0.00003513621,0.000732561,0.001944079,0.001260722,0.008725921],"study_design_scores_gemma":[0.000003652329,0.00007742181,0.02788155,0.0001785818,0.00001849625,0.002837106,0.9495017,0.00009817369,0.0005890803,0.0004957106,0.01830208,0.00001643248],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899672,0.001285809,0.0008831061,0.002357291,0.00007095969,0.000009325604,0.00008460371,0.0000102821,0.005331538],"genre_scores_gemma":[0.9971222,0.001257824,0.0003501264,0.0002338476,0.00003410866,0.00001138093,0.00003174126,0.000009694637,0.000949035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00342248,"threshold_uncertainty_score":0.01087749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110133188","doi":"10.1080/01612840.2020.1847221","title":"Effects of Exercise on Resilience, Insight and Functionality in Patients with Chronic Schizophrenia in a Psychiatric Nursing Home Setting: A Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Scale for the Assessment of Negative Symptoms; Medicine; Depression (economics); Psychological resilience; Activities of daily living; Randomized controlled trial; Psychiatry; Clinical psychology; Brief Psychiatric Rating Scale; Psychology; Physical therapy; Psychosis; Internal medicine","authors":[{"name":"Güliz Şenormancı","is_ca":false},{"name":"Nimet Korkmaz","is_ca":false},{"name":"Ömer Şenormancı","is_ca":false},{"name":"Selen Uğur","is_ca":false},{"name":"Mine Topsaç","is_ca":false},{"name":"Okan Gültekin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007880408994270166,"gpt":0.3146212289414565,"spread":0.3067408199471863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154816,0.0008758691,0.003485827,0.0006462255,0.0006669988,0.0007333869,0.0007606884,0.002126045,0.005841816],"category_scores_gemma":[0.001598128,0.0004293253,0.002215797,0.0006454274,0.0008269409,0.0007549691,0.0004332408,0.002090565,0.0003081641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006389335,"about_ca_system_score_gemma":0.001020108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733173,"about_ca_topic_score_gemma":0.003999499,"domain_scores_codex":[0.9993389,0.0003286843,0.00008869911,0.0001014439,0.00004768326,0.00009457489],"domain_scores_gemma":[0.9992447,0.0002696072,0.0001517849,0.00004351708,0.00004856511,0.0002418952],"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":[0.95992,0.009530053,0.0007610404,0.004361556,0.002134525,0.00007254595,0.00005436799,0.0001304141,0.0008090439,0.00007073942,0.0003837732,0.02177195],"study_design_scores_gemma":[0.9427187,0.05204305,0.002781203,0.0003563178,0.001174008,0.00002472718,0.00005035865,0.000234285,0.0001403886,0.00008760711,0.000374621,0.0000146817],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950371,0.03753841,0.0005877109,0.001054402,0.001143533,0.00705607,0.0006945463,0.0001113589,0.001443035],"genre_scores_gemma":[0.9705276,0.01492567,0.001552979,0.001177011,0.0007638804,0.009133658,0.0004062249,0.00001070486,0.001502305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005841816,"threshold_uncertainty_score":0.01954281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012614100","doi":"10.1080/01612840.2019.1678081","title":"Educating the Educators: Determining the Uniqueness of Psychiatric Nursing Practice to Inform Psychiatric Nurse Education","year":2020,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Brandon University","funders":"","keywords":"Nursing; Curriculum; Mental health; Stigma (botany); Mental illness; Psychiatry; Nurse education; Medicine; Theme (computing); Psychology; Pedagogy","authors":[{"name":"Jan Marie Graham","is_ca":true},{"name":"Candice Waddell-Henowitch","is_ca":true},{"name":"Katherine Pachkowski","is_ca":true},{"name":"Heather Friesen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1110989954387605,"gpt":0.5237243661566262,"spread":0.4126253707178658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01908028,0.0002686285,0.0003865755,0.001519686,0.008020263,0.005730858,0.001162292,0.001156993,0.001138867],"category_scores_gemma":[0.05334168,0.0004318861,0.0001624999,0.001125398,0.004347199,0.002858485,0.005127826,0.00281169,0.0001341768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008951185,"about_ca_system_score_gemma":0.04196188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07857643,"about_ca_topic_score_gemma":0.2654359,"domain_scores_codex":[0.991888,0.004973215,0.0003762841,0.0002121628,0.001344506,0.001205836],"domain_scores_gemma":[0.9669043,0.01707697,0.004059786,0.0005894091,0.005879671,0.005489807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000041811,0.0002910196,0.2550143,0.0002397285,0.00001045716,0.0005818959,0.6997027,0.00003718035,0.0007273511,0.001258837,0.001103966,0.04099065],"study_design_scores_gemma":[0.000009076742,0.0001170631,0.06216109,0.0003362263,0.00001165333,0.0002332061,0.9302521,0.0001164863,0.0001618472,0.0003555302,0.00623126,0.00001456393],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879969,0.0005598349,0.0007897185,0.005546204,0.00007249317,0.0002099555,0.00001391741,0.000006301515,0.004804653],"genre_scores_gemma":[0.9950908,0.0006277087,0.002113049,0.001176268,0.00001572199,0.0001164065,0.00001599897,0.000003561712,0.0008402779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07857643,"threshold_uncertainty_score":0.1562381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2183798222","doi":"10.3109/01612840.2015.1075235","title":"Exploring Helpful Nursing Care in Pediatric Mental Health Settings: The Perceptions of Children with Suicide Risk Factors and Their Parents","year":2015,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Children's Hospital; Jewish General Hospital; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Debriefing; Psychological intervention; Perspective (graphical); Perception; Qualitative research; Psychology; Nursing; Nursing Interventions Classification; Pediatric nursing; Suicide prevention; Mental health; Medicine; Poison control; Psychiatry; Social psychology; Medical emergency","authors":[{"name":"Marjorie Montreuil","is_ca":true},{"name":"Kat Butler","is_ca":true},{"name":"Michał Stachura","is_ca":true},{"name":"C Gros","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05226918154710607,"gpt":0.3610598798124193,"spread":0.3087906982653132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006457858,0.0003750781,0.0006249451,0.0007451927,0.004259521,0.002778283,0.001002456,0.001006031,0.0009474439],"category_scores_gemma":[0.01444417,0.000449592,0.0003015878,0.0007208329,0.005541284,0.002053947,0.003287431,0.002399142,0.00007756524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003726195,"about_ca_system_score_gemma":0.0042057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005934877,"about_ca_topic_score_gemma":0.01240035,"domain_scores_codex":[0.9950526,0.003751205,0.0001740273,0.000166653,0.0003809455,0.0004745658],"domain_scores_gemma":[0.9910511,0.006440744,0.001126787,0.0001866723,0.0005104103,0.0006843163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001823476,0.00002831786,0.01397552,0.0001444714,0.000006799579,0.001768475,0.9782459,0.00003277287,0.0002947189,0.0006780192,0.0002581737,0.004548623],"study_design_scores_gemma":[0.000002289997,0.00004577998,0.003489573,0.0001373477,0.000005892194,0.0008368189,0.9926282,0.00001906349,0.0001305604,0.0001153963,0.002583473,0.000005571556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946029,0.00134371,0.0007496061,0.001336871,0.00003354891,0.00005853886,0.00002933923,0.000004717919,0.001840686],"genre_scores_gemma":[0.9975767,0.001149215,0.0006213362,0.0002758951,0.000009641287,0.00006572646,0.00001297971,0.000003913276,0.0002847468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006457858,"threshold_uncertainty_score":0.03415281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3192968706","doi":"10.1080/01612840.2021.1956656","title":"Psychiatric Nurses’ Lived Experiences of Workplace Violence in Acute Care Psychiatric Units in Western Canada","year":2021,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Brandon University","funders":"","keywords":"Workplace violence; Psychiatry; Nursing; Suicide prevention; Medicine; Health care; Occupational safety and health; Psychiatric hospital; Acute care; Poison control; Qualitative research; Globe; Human factors and ergonomics; Lived experience; Psychology; Medical emergency; Psychotherapist","authors":[{"name":"Bridget J. Hiebert","is_ca":true},{"name":"W. Dean Care","is_ca":true},{"name":"Sonia Udod","is_ca":true},{"name":"Candice Waddell-Henowitch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01639677791190491,"gpt":0.3679724158136422,"spread":0.3515756379017373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001769253,0.0003632319,0.0006585374,0.001163374,0.02267913,0.004925288,0.001660386,0.0008683744,0.001531193],"category_scores_gemma":[0.004967814,0.0004843827,0.0002813723,0.002064395,0.008237333,0.001316353,0.006503585,0.002222342,0.0001209236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04562164,"about_ca_system_score_gemma":0.05125747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9529546,"about_ca_topic_score_gemma":0.9850805,"domain_scores_codex":[0.9970893,0.001074264,0.0001221091,0.0001645839,0.000508978,0.00104076],"domain_scores_gemma":[0.9958619,0.0009570754,0.0004911288,0.00008538283,0.0009046672,0.001699883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003857948,0.00002957698,0.02004564,0.00005075241,0.000007853145,0.0008597884,0.9753665,0.00004361189,0.0002257372,0.000319489,0.0005856162,0.002426961],"study_design_scores_gemma":[0.00000190471,0.00001731919,0.01411241,0.00006823244,0.000004103202,0.0001020238,0.9836546,0.00003203524,0.00003500808,0.0000311759,0.001929259,0.00001198055],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957322,0.000405325,0.0000826325,0.0007365804,0.00002509953,0.00003499447,0.00004473442,0.000003094488,0.002935346],"genre_scores_gemma":[0.9980546,0.0005013541,0.00009268327,0.000249356,0.000004834376,0.00002118805,0.00003014871,0.000004903628,0.001040965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04704535,"threshold_uncertainty_score":0.3310097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}