{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":23,"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":"dc4b6b9858c4","filters":{"venue":"JBI Library of Systematic Reviews"}},"results":[{"id":"W4235925299","doi":"10.11124/jbisrir-2008-223","title":"Effectiveness of simulation on health profession studentsʼ knowledge, skills, confidence and satisfaction","year":2008,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Barrie Urology Group; Royal Saskatchewan Museum; Queen's University","funders":"","keywords":"Health care; Medical education; Inclusion (mineral); MEDLINE; Dreyfus model of skill acquisition; Licensure; Intervention (counseling); Psychology; Medicine; Nursing; Social psychology","authors":[{"name":"Susan Laschinger","is_ca":true},{"name":"Jennifer Medves","is_ca":true},{"name":"Cheryl Pulling","is_ca":true},{"name":"Robert McGraw","is_ca":true},{"name":"Brett Waytuck","is_ca":true},{"name":"Margaret B. Harrison","is_ca":true},{"name":"Kasey Gambeta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07723067402164452,"gpt":0.4308348117094478,"spread":0.3536041376878032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001502915,0.0001759688,0.00138899,0.0002115347,0.00009593899,0.000005612227,0.0000698598,0.00008642565,0.00004498606],"category_scores_gemma":[0.0006061614,0.0001256078,0.0001052855,0.0003536047,0.00006394638,0.0002906901,0.00002172635,0.0001231768,0.00002418617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008480241,"about_ca_system_score_gemma":0.0003526745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003506081,"about_ca_topic_score_gemma":5.934094e-7,"domain_scores_codex":[0.9955382,0.002045989,0.001671256,0.0002563972,0.000361579,0.0001265147],"domain_scores_gemma":[0.9951774,0.002733987,0.001284765,0.0004924196,0.0001792712,0.0001321718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00009261558,0.0003897191,0.3405938,0.6529775,0.00003504279,8.160888e-7,0.003910077,0.0002525509,0.0000805644,0.0004323247,0.0003210103,0.0009140329],"study_design_scores_gemma":[0.0008552572,0.0005801292,0.7872335,0.2090805,0.00005508523,0.0000185874,0.0004722485,0.0009616357,0.0004679647,0.0001041252,0.00006403393,0.000106899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605614,0.02499765,0.0006135859,0.0003101598,0.0004740981,0.01276406,0.000006499582,0.00005111774,0.0002214503],"genre_scores_gemma":[0.9959401,0.002882624,0.0005164396,0.0001060292,0.00005286268,0.0002708875,0.0000295325,0.00002279165,0.0001786708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4466398,"threshold_uncertainty_score":0.5122135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244828742","doi":"10.11124/jbisrir-2009-181","title":"The Impact of Hospital Visiting Hour Policies on Pediatric and Adult Patients and their Visitors","year":2009,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Royal Saskatchewan Museum; Queen's University","funders":"","keywords":"Medicine; Health care; Family medicine; Nursing","authors":[{"name":"Lisa Smith","is_ca":true},{"name":"Jennifer Medves","is_ca":true},{"name":"Margaret B. Harrison","is_ca":true},{"name":"Joan Tranmer","is_ca":true},{"name":"Brett Waytuck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03979148140528753,"gpt":0.3535826589184658,"spread":0.3137911775131783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005514393,0.0002343106,0.0009977366,0.000118245,0.0002844982,0.00001929353,0.0001933823,0.0001043739,0.000007783434],"category_scores_gemma":[0.003840689,0.0001070048,0.0002033867,0.0002481687,0.00005550805,0.0002642982,0.00007177144,0.0002203638,0.000009556029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001906478,"about_ca_system_score_gemma":0.00004790366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002727675,"about_ca_topic_score_gemma":3.257753e-7,"domain_scores_codex":[0.9967023,0.001178183,0.001524453,0.0001672288,0.0001817081,0.0002461175],"domain_scores_gemma":[0.9943938,0.003258437,0.001505725,0.0003485881,0.0003959002,0.00009751673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009583244,0.0001805786,0.7469254,0.1208091,0.0001170588,0.000001382348,0.03100285,0.000001283102,0.0000372936,0.003010091,0.09393659,0.003882613],"study_design_scores_gemma":[0.001561883,0.00707557,0.8287473,0.1369231,0.0001943164,0.000003005259,0.02278199,0.00009907824,0.00009069317,0.001249959,0.0006454485,0.0006276347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833432,0.0102865,0.000002532349,0.0002286108,0.0004879185,0.003407648,0.00005257216,0.00002133807,0.002169617],"genre_scores_gemma":[0.9916813,0.007259388,0.00003489203,0.0006627611,0.000185647,0.00005892564,0.00001356869,0.00001625783,0.00008727764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09329114,"threshold_uncertainty_score":0.4597941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235609661","doi":"10.11124/jbisrir-2007-236","title":"Comprehensive systematic review of evidence on developing and sustaining nursing leadership that fosters a healthy work environment in healthcare","year":2007,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"CINAHL; Critical appraisal; Inclusion (mineral); Health care; Nursing literature; Nursing; Psychological intervention; Psychology; MEDLINE; Quality (philosophy); Qualitative research; Leadership studies; Medical education; Medicine; Leadership style; Political science; Sociology; Alternative medicine; Social science; Social psychology","authors":[{"name":"Alan Pearson","is_ca":false},{"name":"Heather Spence Laschinger","is_ca":true},{"name":"Kylie Porritt","is_ca":false},{"name":"Zoe Jordan","is_ca":false},{"name":"Donna Tucker","is_ca":true},{"name":"Leslye Long","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4396905359917097,"gpt":0.4437198315254027,"spread":0.004029295533693023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006508224,0.0003717719,0.003967294,0.0003954039,0.0001730785,0.00001173246,0.0003290008,0.0001855098,0.00002234281],"category_scores_gemma":[0.001167806,0.0002461349,0.0002304922,0.0007379857,0.0001059292,0.0003750302,0.00008527608,0.000446189,0.00002934358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003688748,"about_ca_system_score_gemma":0.0002543207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000329909,"about_ca_topic_score_gemma":0.00000257776,"domain_scores_codex":[0.9887521,0.004882747,0.004689485,0.0004253976,0.0005974764,0.0006528207],"domain_scores_gemma":[0.9897939,0.005808458,0.003343047,0.0007985307,0.00006930152,0.0001867429],"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":[0.00007850028,0.00002903658,0.002440173,0.9868593,0.00002238754,0.000007011799,0.008855562,2.409753e-7,0.00000328353,0.0003452117,0.0007403403,0.000618939],"study_design_scores_gemma":[0.0002699998,0.0001574141,0.002636949,0.9714041,0.0001550907,0.000009702414,0.02498518,0.000001770495,0.00001124517,0.000082592,0.00008653886,0.0001994096],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006936225,0.9546127,0.000423474,0.01566766,0.0004466577,0.02166158,0.000003535352,0.00004229467,0.0002058374],"genre_scores_gemma":[0.428247,0.5524409,0.00674984,0.01037726,0.0001539761,0.001459914,0.00002734547,0.0001321993,0.0004115367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4213108,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1675769988","doi":"10.11124/jbisrir-2012-249","title":"The Experience and Effectiveness of Nurse Practitioners in Orthopaedic Settings: A Comprehensive Systematic Review","year":2012,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nursing; Medicine; District nurse; Health care; Clinical nurse specialist; Nurse practitioners; Oncology nursing; MEDLINE; Nurse education","authors":[{"name":"Anita Taylor","is_ca":false},{"name":"Lynda Staruchowicz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05382067085961659,"gpt":0.4163367896750519,"spread":0.3625161188154353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008810472,0.0002203266,0.002409157,0.00008274132,0.000229905,0.00001454063,0.000282531,0.0000913235,0.0000508594],"category_scores_gemma":[0.004087836,0.0001156407,0.0001582202,0.0004498904,0.0001273261,0.001225099,0.00006678413,0.0003048937,0.00004536648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003009663,"about_ca_system_score_gemma":0.00007456989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001532439,"about_ca_topic_score_gemma":8.719082e-7,"domain_scores_codex":[0.9811508,0.01509236,0.00291499,0.0001860098,0.0003281669,0.0003276754],"domain_scores_gemma":[0.9829756,0.01222492,0.003917744,0.0006869638,0.00008895142,0.0001058442],"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":[0.00002509101,0.00005041909,0.004799088,0.9869472,0.00003470903,7.595241e-7,0.005727414,7.959827e-8,0.00004842993,0.001214445,0.001129537,0.00002284896],"study_design_scores_gemma":[0.0002249318,0.0000418861,0.00182829,0.9819793,0.0003242294,0.00002132106,0.0123253,0.00001003795,0.00001277039,0.0000573357,0.003062528,0.0001120396],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03420887,0.9363093,0.0000276848,0.0008720774,0.0006863617,0.02509069,0.000007301775,0.00003096813,0.002766681],"genre_scores_gemma":[0.5664589,0.4139324,0.001407823,0.002298699,0.0001974706,0.01452571,0.00002619626,0.0001041327,0.001048597],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.53225,"threshold_uncertainty_score":0.4893817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109901777","doi":"10.11124/jbisrir-2012-35","title":"The incidence, prevalence and contributing factors associated with the occurrence of medication errors for children and adults in the community setting: a systematic review","year":2012,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"CINAHL; PsycINFO; Medicine; MEDLINE; Incidence (geometry); Data extraction; Systematic review; Critical appraisal; Meta-analysis; Research design; Family medicine; Alternative medicine; Psychiatry; Psychological intervention","authors":[{"name":"Kim Sears","is_ca":true},{"name":"Amanda Ross‐White","is_ca":true},{"name":"Christina Godfrey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.137379878043501,"gpt":0.4141665522063542,"spread":0.2767866741628533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03298691,0.0004516937,0.004705757,0.00009235316,0.000929428,0.000008146314,0.001399498,0.0002505744,0.000005755255],"category_scores_gemma":[0.02295846,0.0001558923,0.0002897171,0.0006636046,0.0003682663,0.0003386332,0.000221143,0.001087904,0.00000294438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004883998,"about_ca_system_score_gemma":0.0003490213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001576536,"about_ca_topic_score_gemma":0.00002120002,"domain_scores_codex":[0.9651825,0.02851563,0.005020568,0.0002507133,0.000610748,0.0004197809],"domain_scores_gemma":[0.9481797,0.03523692,0.01501719,0.001325008,0.0001429122,0.0000982126],"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":[0.000002868576,0.00003611122,0.002045873,0.9911172,0.0001152048,3.540636e-8,0.005278429,1.017384e-8,3.764907e-9,0.0001240502,0.0005255535,0.0007546413],"study_design_scores_gemma":[0.0002084928,0.00005893011,0.002927331,0.9860208,0.003764983,0.000006109762,0.001957801,0.000004460343,2.043966e-8,0.00001129303,0.004890163,0.0001495896],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003058346,0.9434538,0.00003433045,0.0005377604,0.00009391869,0.0552252,0.0003043949,0.00001688996,0.00002785414],"genre_scores_gemma":[0.003808278,0.9868394,0.00001852102,0.0002620752,0.00002251202,0.008611317,0.0003733214,0.00002206492,0.00004247999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04661388,"threshold_uncertainty_score":0.9957435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240453327","doi":"10.11124/jbisrir-2007-239","title":"Systematic review on embracing cultural diversity for developing and sustaining a healthy work environment in healthcare","year":2007,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"CINAHL; PsycINFO; Workforce; Cultural competence; MEDLINE; Health care; Systematic review; Nursing; Psychological intervention; Cultural diversity; Cochrane Library; Psychology; Competence (human resources); Organizational culture; Medicine; Public relations; Sociology; Political science; Social psychology; Pedagogy","authors":[{"name":"Alan Pearson","is_ca":false},{"name":"Rani Srivastava","is_ca":true},{"name":"Dianna Craig","is_ca":true},{"name":"Donna Tucker","is_ca":true},{"name":"Doris Grinspun","is_ca":true},{"name":"Irmajean Bajnok","is_ca":true},{"name":"Pat Griffin","is_ca":true},{"name":"Leslye Long","is_ca":false},{"name":"Kylie Porritt","is_ca":false},{"name":"Thuzar Han","is_ca":false},{"name":"Aye A Gi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09978064000440359,"gpt":0.3675169959069299,"spread":0.2677363559025263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009251773,0.0002706542,0.002358576,0.0001389159,0.0006399072,0.00005180836,0.0004267113,0.0001179071,0.0000105142],"category_scores_gemma":[0.002795284,0.000187108,0.0002303767,0.0006051826,0.00008651811,0.0006007952,0.0001832205,0.0001959968,0.00001357194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004373388,"about_ca_system_score_gemma":0.0001454102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002040467,"about_ca_topic_score_gemma":0.00009655451,"domain_scores_codex":[0.9935676,0.002111346,0.002791222,0.0003809184,0.0005840166,0.0005648569],"domain_scores_gemma":[0.9957525,0.001939758,0.001637592,0.0003806602,0.0000703567,0.0002191206],"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":[0.00001687892,0.00001150121,0.00109748,0.9772492,0.00001273756,0.000003649622,0.01018491,3.614938e-7,3.127246e-7,0.01100759,0.0002714198,0.0001439405],"study_design_scores_gemma":[0.0001993795,0.0001081572,0.0005357535,0.9865922,0.00009266798,0.000004610403,0.01097537,0.000003846791,0.000001682558,0.0004699502,0.0007651423,0.0002512647],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01727342,0.9012175,0.0002505349,0.02293061,0.000529626,0.05609079,0.00001283167,0.0001246606,0.001570034],"genre_scores_gemma":[0.4975531,0.4673451,0.01542713,0.01529415,0.0003849541,0.00284588,0.00004786061,0.00008067607,0.001021111],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4802797,"threshold_uncertainty_score":0.7630045,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W1720915133","doi":"10.11124/jbisrir-2012-300","title":"Patient, family and nurse experiences with patient presence during hand-off reports within hospitals: A systematic review","year":2012,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; University of New Brunswick","funders":"","keywords":"Nursing; Psychology; Medicine; Family medicine","authors":[{"name":"Rose McCloskey","is_ca":true},{"name":"Karen Furlong","is_ca":true},{"name":"Linda Hansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03458845866104092,"gpt":0.3063187854130379,"spread":0.271730326751997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001461991,0.00128162,0.01723393,0.0003168229,0.0001645939,0.0001386165,0.0003932579,0.0002908912,0.0001183466],"category_scores_gemma":[0.001912643,0.0005957077,0.001283483,0.0008609245,0.0002587755,0.0009785433,0.0002328547,0.0004312355,0.00005616476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006491366,"about_ca_system_score_gemma":0.0003587226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003964581,"about_ca_topic_score_gemma":1.832976e-7,"domain_scores_codex":[0.9867703,0.001713585,0.008864961,0.0009451035,0.001149022,0.0005570097],"domain_scores_gemma":[0.9862399,0.0005232959,0.009870586,0.002529712,0.0001170547,0.0007194397],"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":[0.000005577237,0.0001430633,0.00005710297,0.9891199,0.0003533653,0.0002716471,0.005045084,1.146664e-8,2.594156e-7,0.00001105579,0.0005180599,0.00447486],"study_design_scores_gemma":[0.000131663,0.0005455218,0.000005567365,0.956898,0.009177779,0.0039612,0.003495111,0.000001026182,0.000004139901,0.000001769294,0.02514721,0.000630949],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001513994,0.9554131,0.000002289438,0.00003184877,0.0004016169,0.04198356,0.00001398324,0.0000831279,0.0005564775],"genre_scores_gemma":[0.0004777463,0.9859931,0.0009221667,0.0001629187,0.00006751292,0.01102906,0.00004521679,0.00014699,0.001155228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03222185,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234588863","doi":"10.11124/jbisrir-2006-359","title":"A systematic review of evidence on the professional practice of the nurse and developing and sustaining a healthy work environment in healthcare","year":2006,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Nursing education and management","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"CINAHL; Checklist; MEDLINE; Nursing; Variety (cybernetics); Quality (philosophy); Health care; Systematic review; Psychology; Medicine; Medical education; Nursing literature; Psychological intervention; Alternative medicine; Computer science","authors":[{"name":"Alan Pearson","is_ca":false},{"name":"Kylie Porritt","is_ca":false},{"name":"Diane Doran","is_ca":true},{"name":"Leslie Vincent","is_ca":true},{"name":"Dianna Craig","is_ca":true},{"name":"Donna Tucker","is_ca":true},{"name":"Leslye Long","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1279553024971881,"gpt":0.4109347041028087,"spread":0.2829794016056206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007124116,0.0004539308,0.005343757,0.0002126301,0.000103353,0.00003356719,0.0005977203,0.000131833,0.000007973238],"category_scores_gemma":[0.004519845,0.000196172,0.0003698697,0.0008202579,0.0001476622,0.0002935164,0.0001266585,0.0003934618,0.000004550348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909434,"about_ca_system_score_gemma":0.0002882015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001962168,"about_ca_topic_score_gemma":6.46482e-7,"domain_scores_codex":[0.9830775,0.0104142,0.005179592,0.0004098208,0.0006728853,0.0002460378],"domain_scores_gemma":[0.9845569,0.005682461,0.008414675,0.001230497,0.00005294533,0.00006249741],"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":[0.00001159824,0.00008226508,0.000008886374,0.9853452,0.00005107722,6.504436e-7,0.0007573524,7.007968e-8,2.071333e-8,0.001694692,0.003906688,0.008141464],"study_design_scores_gemma":[0.00006105079,0.00007156041,0.00001593955,0.9184339,0.001259355,0.00002352642,0.0006695635,0.000001013983,2.749602e-7,0.00004304332,0.07926849,0.0001522955],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002926838,0.9480726,0.00000446166,0.02282704,0.0006422119,0.02831828,0.000004876398,0.000008732719,0.000118858],"genre_scores_gemma":[0.0000264641,0.9943045,0.0006886472,0.0021801,0.00002899995,0.002162486,0.000007257485,0.00004363874,0.0005578473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0753618,"threshold_uncertainty_score":0.7999664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244128816","doi":"10.11124/jbisrir-2009-198","title":"Thickened fluids for people with dementia in residential aged care facilities: a comprehensive systematic review","year":2009,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Victoria Park","funders":"","keywords":"Dementia; Dysphagia; Medicine; Older people; Gerontology; Medical prescription; Nursing; Surgery; Disease; Pathology","authors":[{"name":"Sonia Hines","is_ca":true},{"name":"Judy McCrow","is_ca":true},{"name":"Jenny Abbey","is_ca":true},{"name":"Samuel Gledhill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05489710057502745,"gpt":0.3721449149764764,"spread":0.317247814401449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002164872,0.0004567399,0.004713045,0.0002453646,0.0002413145,0.0000391333,0.0006396826,0.0001334947,0.0002944548],"category_scores_gemma":[0.0004846593,0.0002883053,0.0004029028,0.0005699837,0.00003176922,0.0007560891,0.0001180181,0.0002672986,0.0001148264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008849646,"about_ca_system_score_gemma":0.0002108685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003036242,"about_ca_topic_score_gemma":0.00007692335,"domain_scores_codex":[0.9901361,0.003693602,0.004587356,0.000460137,0.0005847593,0.0005379706],"domain_scores_gemma":[0.9952154,0.001052912,0.002239907,0.001194431,0.0001765697,0.0001208001],"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":[0.00003435217,0.00005235819,0.0003974685,0.9654149,0.0001897447,0.000004618063,0.005510639,0.000001083779,0.00001537163,0.001613087,0.02675755,0.000008775046],"study_design_scores_gemma":[0.001317105,0.0003192162,0.0007452933,0.9789625,0.001685775,0.000002425665,0.01374372,0.0000363095,0.000006194005,0.0001811138,0.002681543,0.0003187594],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003837964,0.8322084,0.002472518,0.001997601,0.000605506,0.1502966,0.00009178779,0.0002400718,0.008249572],"genre_scores_gemma":[0.3715527,0.3877877,0.03938615,0.02581341,0.0007215621,0.1208036,0.001755579,0.0004918651,0.05168739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4444206,"threshold_uncertainty_score":0.9999569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1943740588","doi":"10.11124/jbisrir-2012-308","title":"Association between Plasmodium falciparum malaria and the mental health of children between five years and nineteen years in sub-Saharan Africa: A systematic review.","year":2012,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Malaria Research and Control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Malaria; Plasmodium falciparum; Mental health; Association (psychology); Medicine; Environmental health; Psychiatry; Demography; Pediatrics; Psychology; Immunology; Sociology","authors":[{"name":"Bright Akpalu","is_ca":false},{"name":"Kenneth Ayuurebobi Ae-Ngibise","is_ca":false},{"name":"Francis Agbokey","is_ca":true},{"name":"George Adjei","is_ca":false},{"name":"Yeetey Enuameh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02452597003934351,"gpt":0.286859198277958,"spread":0.2623332282386145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007533922,0.0002224026,0.003919783,0.0001664803,0.00003535955,0.00002746179,0.000227558,0.000104334,0.00002183742],"category_scores_gemma":[0.001302116,0.0001332254,0.0002348433,0.0003395326,0.00008187282,0.0003550275,0.0001219947,0.0002453337,0.0000194013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006123159,"about_ca_system_score_gemma":0.00007294797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000427087,"about_ca_topic_score_gemma":0.00000139382,"domain_scores_codex":[0.9936405,0.002761621,0.002369366,0.000213178,0.0006187892,0.0003964898],"domain_scores_gemma":[0.9965699,0.0009146518,0.001769213,0.0004866033,0.00002797555,0.0002315986],"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":[0.00004212574,0.00004815943,0.09566932,0.894761,0.0006063262,8.166698e-7,0.001088728,1.833986e-8,0.000008898583,0.000225985,0.007442087,0.0001065813],"study_design_scores_gemma":[0.004011784,0.0002697024,0.4619024,0.5314041,0.001694287,0.0000248417,0.0001271861,0.00003054551,0.00001464465,0.00005297749,0.0002675531,0.0001999838],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1088343,0.8483521,0.00001299072,0.007770673,0.00006103324,0.0343885,0.000184598,0.0000257536,0.0003700838],"genre_scores_gemma":[0.8822914,0.1149472,0.0002787948,0.0003238467,0.0001669817,0.0009153839,0.0001358446,0.00004334761,0.0008971811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7734571,"threshold_uncertainty_score":0.5432774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234599598","doi":"10.11124/jbisrir-2012-64","title":"Strategies to Promote Adherence to Treatment by Pulmonary Tuberculosis Patients: A systematic review","year":2012,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Centre","funders":"","keywords":"Medicine; Tuberculosis; CINAHL; Psychological intervention; Cochrane Library; Regimen; Family medicine; MEDLINE; Randomized controlled trial; Internal medicine; Nursing; Pathology","authors":[{"name":"Wongduan Suwannakeeree","is_ca":true},{"name":"Wilawan Picheansathian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1102224831200303,"gpt":0.3908314206337512,"spread":0.2806089375137209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00353677,0.001637028,0.02826479,0.0005961264,0.0000831451,0.00009182153,0.001167895,0.0004926994,0.0004924539],"category_scores_gemma":[0.003320118,0.00085712,0.003086939,0.001677767,0.00007039436,0.0007320776,0.0003532327,0.0004465706,0.004434016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004041668,"about_ca_system_score_gemma":0.0004739497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004068548,"about_ca_topic_score_gemma":0.000001445227,"domain_scores_codex":[0.9808014,0.00639577,0.009475763,0.00116449,0.001011289,0.001151292],"domain_scores_gemma":[0.9904518,0.001221866,0.003338609,0.003275248,0.0001868294,0.001525607],"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":[0.00001050672,0.0005799212,0.00001051419,0.9295704,0.001173434,0.00001483771,0.0001035887,1.811317e-8,9.39364e-7,0.00004083319,0.02842311,0.04007187],"study_design_scores_gemma":[0.00009092878,0.001072079,0.000001126172,0.5845468,0.009285677,0.0001189611,0.00002394223,8.180991e-7,5.993156e-7,0.000003206275,0.4044749,0.0003809524],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002976187,0.9006525,0.00001820465,0.0004412759,0.0001804621,0.09630273,0.0002767198,0.00009900261,0.002026167],"genre_scores_gemma":[0.000004186987,0.9558098,0.001192716,0.001329825,0.0001563282,0.03760152,0.0008299229,0.0001918184,0.00288384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3760518,"threshold_uncertainty_score":0.9996377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229511292","doi":"10.11124/jbisrir-2010-627","title":"The effectiveness of interprofessional education in university based health professional programs: A systematic review","year":2010,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Interprofessional education; Medical education; Medicine; Psychology; Health care; Political science","authors":[{"name":"Samuel Lapkin","is_ca":false},{"name":"Tracy Levett‐Jones","is_ca":false},{"name":"Helen Bellchambers","is_ca":false},{"name":"Conor Gilligan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05296694644189753,"gpt":0.4520793188999672,"spread":0.3991123724580696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01851508,0.0007130999,0.009471362,0.0005757454,0.0005155339,0.00001936767,0.00152067,0.0006626892,0.0001410865],"category_scores_gemma":[0.002944101,0.000375262,0.001107744,0.002009411,0.0001696002,0.0004546659,0.0002701298,0.00184867,0.0001685301],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004874373,"about_ca_system_score_gemma":0.04207382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005561094,"about_ca_topic_score_gemma":0.00006613927,"domain_scores_codex":[0.9325305,0.05775284,0.007892346,0.0005649978,0.000781794,0.0004775745],"domain_scores_gemma":[0.9739171,0.01127001,0.01249938,0.001671286,0.0004354145,0.0002067957],"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":[0.00008796006,0.0004311584,0.00005588605,0.9825528,0.00006714598,5.658042e-7,0.0001807841,1.619342e-8,3.411116e-7,0.005139001,0.002466855,0.009017531],"study_design_scores_gemma":[0.0001865113,0.00006355453,0.00001785682,0.8342867,0.0005579175,0.000003845994,0.0008351166,0.000005876595,1.382052e-7,0.00009161651,0.163718,0.0002329052],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008556734,0.9254544,0.00003012023,0.0003351758,0.00339891,0.0697299,0.00005493473,0.00004169841,0.0009463231],"genre_scores_gemma":[0.0000159607,0.9799086,0.0006800027,0.0004345312,0.00009727756,0.01044863,0.0007305105,0.00008026462,0.007604214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1612511,"threshold_uncertainty_score":0.9998699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060771953","doi":"10.11124/jbisrir-2012-332","title":"The effectiveness of perioperative oral hygiene in reduction of postoperative respiratory tract infections after thoracic surgery in adults: a systematic review.","year":2012,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Respiratory tract; Respiratory tract infections; Surgery; Reduction (mathematics); Intensive care medicine; Respiratory system; Anesthesia; Internal medicine","authors":[{"name":"Preben Ulrich Pedersen","is_ca":false},{"name":"Palle Larsen","is_ca":false},{"name":"Sasja Jul Håkonsen","is_ca":false},{"name":"Birgit Nørgaard Christensen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03008595001445849,"gpt":0.3269222237929905,"spread":0.296836273778532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009756377,0.0002505732,0.002984671,0.0004530451,0.00003213755,0.00001187051,0.0001447365,0.00008939535,0.00008494986],"category_scores_gemma":[0.003051375,0.0001403771,0.0003833551,0.00106378,0.0001259533,0.001158893,0.0000477331,0.0001767931,0.000009326198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000756259,"about_ca_system_score_gemma":0.00008573324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001694965,"about_ca_topic_score_gemma":0.000002637054,"domain_scores_codex":[0.9899321,0.006069935,0.00329404,0.0001945441,0.0003178272,0.0001915813],"domain_scores_gemma":[0.9964098,0.001230211,0.001498009,0.0006470381,0.0001625396,0.00005237223],"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":[0.0001732216,0.0004705233,0.01442563,0.9828355,0.00005789021,6.106208e-7,0.00091593,4.517697e-7,0.0001878512,0.0005438797,0.0002211671,0.0001672886],"study_design_scores_gemma":[0.0002257684,0.0006528945,0.01021731,0.9839252,0.0002975837,0.000007908022,0.0008024244,0.00001680707,0.003563156,0.00002071572,0.0001301339,0.0001401267],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5195895,0.4401387,0.0001324106,0.0002128061,0.0002336495,0.03467285,0.00001104349,0.00005404511,0.004954942],"genre_scores_gemma":[0.9495008,0.04467901,0.0001497267,0.00005575786,0.00002331679,0.005168908,0.00001404561,0.00002940051,0.0003790175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4299113,"threshold_uncertainty_score":0.572441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231862055","doi":"10.11124/jbisrir-2012-270","title":"Epidemiological association between chlorinated water and overall risk of cancer: A systematic review.","year":2012,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Epidemiology; Environmental health; Medicine; Association (psychology); Internal medicine; Psychology","authors":[{"name":"Gordon Parbery","is_ca":false},{"name":"David Tivey","is_ca":false},{"name":"Alexa McArthur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0563316250783447,"gpt":0.3207228193700724,"spread":0.2643911942917277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008363583,0.0002115699,0.002642641,0.00003102993,0.0000486006,0.00001254591,0.0002473647,0.0001062482,0.0007981134],"category_scores_gemma":[0.0009866644,0.0001056685,0.0002587161,0.0001389223,0.00005659274,0.0006766922,0.0001684677,0.0001198946,0.0002010845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009397972,"about_ca_system_score_gemma":0.000004861815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098575,"about_ca_topic_score_gemma":0.000001003614,"domain_scores_codex":[0.9924171,0.004141298,0.002587072,0.0001872176,0.0003802417,0.0002870856],"domain_scores_gemma":[0.9963915,0.0006878431,0.002367556,0.0004121963,0.000008930709,0.000132013],"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":[0.000001545591,0.0000363043,0.2425403,0.7548361,0.0001093087,1.02899e-7,0.0003755269,0.000001363342,0.00007417456,0.0001132478,0.001894144,0.00001788683],"study_design_scores_gemma":[0.0004939578,0.0001555933,0.155429,0.8302161,0.004020418,0.00000748904,0.00007209496,0.00009452173,0.00235668,0.0007946374,0.005759846,0.0005997081],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6501945,0.3219107,0.0003053918,0.002619992,0.000417576,0.02113071,0.000187884,0.0001083016,0.003124908],"genre_scores_gemma":[0.8806718,0.1140377,0.001133201,0.0008026785,0.00009107849,0.0009656037,0.00004353026,0.00002217259,0.002232253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2304773,"threshold_uncertainty_score":0.8738781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1590814635","doi":"10.11124/jbisrir-2012-271","title":"Transforming self- the experience of living with another's heart: A systematic review of qualitative evidence on adult heart transplantation","year":2012,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"","keywords":"Heart transplantation; Medicine; Heart failure; Transplantation; Heart transplants; Pneumonia; Internal medicine; Intensive care medicine","authors":[{"name":"Christina Godfrey","is_ca":true},{"name":"Sara Maylin","is_ca":true},{"name":"Amanda Ross‐White","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1748817185978468,"gpt":0.4341475022571754,"spread":0.2592657836593286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006996714,0.000761739,0.01314409,0.000268501,0.00006462516,0.0000202179,0.0005448097,0.0001961201,0.00009085586],"category_scores_gemma":[0.001649568,0.0003409775,0.001781857,0.0009661083,0.0001641583,0.0007326321,0.00001463637,0.0003446922,0.00002171382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004157016,"about_ca_system_score_gemma":0.0003051505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001480975,"about_ca_topic_score_gemma":0.000001293098,"domain_scores_codex":[0.9820505,0.009317051,0.006767975,0.0004381967,0.001110359,0.0003159383],"domain_scores_gemma":[0.9790612,0.01435791,0.004930588,0.001342869,0.0001864107,0.0001210551],"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":[0.00001946056,0.0001037608,0.00001821957,0.9683143,0.0003975056,0.000002769061,0.03026242,4.028792e-8,0.00000576045,0.0003242856,0.00002709128,0.0005243659],"study_design_scores_gemma":[0.0001247518,0.0003888813,0.000008940809,0.9787238,0.01665204,0.0004973999,0.001563426,0.000001266432,0.00005605851,0.000002202009,0.00168264,0.0002986268],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002086944,0.9722525,0.001142049,0.0001383043,0.00009359473,0.02606018,0.00005709497,0.00004180348,0.0001936171],"genre_scores_gemma":[0.0001739973,0.9837412,0.01230291,0.0004647053,0.00004919441,0.003043387,0.00001925588,0.00008897827,0.0001164319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.028699,"threshold_uncertainty_score":0.9999042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1743067459","doi":"10.11124/jbisrir-2011-445","title":"Womenʼs needs in maternity care and related sustainable service models in rural areas: a comprehensive systematic review of qualitative evidence.","year":2011,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Social Issues and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Maternity care; Systematic review; Service (business); Nursing; Qualitative research; Business; Medicine; MEDLINE; Health care; Economic growth; Sociology; Marketing; Political science; Economics; Social science","authors":[{"name":"Ha Hoang","is_ca":false},{"name":"Quynh Lê","is_ca":false},{"name":"Kathryn Ogden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1437621257503756,"gpt":0.3843341892990223,"spread":0.2405720635486467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003853317,0.0002478067,0.00317091,0.0002759906,0.00007621312,0.00003914585,0.0004909569,0.000133894,0.0001156694],"category_scores_gemma":[0.001305886,0.0001816348,0.0001858687,0.001655565,0.0001816347,0.001551566,0.0001305847,0.0001310238,0.00001475181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009451132,"about_ca_system_score_gemma":0.0001142809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095993,"about_ca_topic_score_gemma":0.0001578954,"domain_scores_codex":[0.9888081,0.007503395,0.002756214,0.0001723583,0.0004171155,0.0003427948],"domain_scores_gemma":[0.9963785,0.001142894,0.001690321,0.0004132301,0.0002732912,0.00010172],"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":[0.000004675696,0.00001721475,0.0002334168,0.5642262,0.00001850209,0.000003011626,0.4283653,3.545959e-7,6.706202e-7,0.007094797,0.00003309451,0.000002753722],"study_design_scores_gemma":[0.0000875999,0.00003612911,0.00007379997,0.5633186,0.00009099457,0.000001412287,0.4336839,0.0000130757,0.000002785705,0.002561083,0.0000206284,0.0001100584],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2283076,0.7483448,0.000001525559,0.0003171208,0.00006559564,0.01260339,0.00001196574,0.00003324089,0.01031473],"genre_scores_gemma":[0.7696937,0.2275617,0.0002148134,0.0004105754,0.00001635332,0.001082385,0.000006866529,0.00002610822,0.0009874509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5413861,"threshold_uncertainty_score":0.9956262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064549010","doi":"10.11124/jbisrir-2012-297","title":"The effectiveness of nonpharmacological nursing interventions in elderly with depressive disorders: a systematic review","year":2012,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Loneliness; Sadness; Apathy; Anxiety; Nursing Interventions Classification; Depression (economics); Clinical psychology; Mood; Psychiatry; Intervention (counseling); Medicine; Psychology; Anger; Cognition","authors":[{"name":"João Apóstolo","is_ca":false},{"name":"Paulo Joaquím Pina Queirós","is_ca":false},{"name":"Manuel Alves Rodrígues","is_ca":false},{"name":"Inês Castro","is_ca":false},{"name":"Daniela Cardoso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09686395746564411,"gpt":0.4121647156528137,"spread":0.3153007581871696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0056181,0.0006658311,0.01307703,0.0002988495,0.00006709516,0.000036296,0.0006578016,0.0001827652,0.00006761201],"category_scores_gemma":[0.001584489,0.0002609451,0.002498751,0.001036106,0.0002316642,0.0002888088,0.0001031138,0.0004959123,0.0000616746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147527,"about_ca_system_score_gemma":0.00038676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003751123,"about_ca_topic_score_gemma":0.000003615169,"domain_scores_codex":[0.9807957,0.01293333,0.00477659,0.0004116887,0.0006507952,0.0004318317],"domain_scores_gemma":[0.9884578,0.006237885,0.003672448,0.001335729,0.00007751171,0.0002186261],"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":[0.0001921852,0.0006514994,0.00001964295,0.9759002,0.001107098,0.00002277283,0.0000240609,2.466227e-8,9.482329e-8,0.0003943121,0.00007153744,0.02161653],"study_design_scores_gemma":[0.0008576293,0.0006226152,0.00002346338,0.9756644,0.02066036,0.0002497658,0.0000275168,0.000001228379,0.000001140737,0.00005788564,0.001638334,0.0001956465],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004991063,0.9390981,0.00004870957,0.0000478248,0.0000839528,0.06015541,0.00001913453,0.00002275533,0.0005191559],"genre_scores_gemma":[0.0001837727,0.980778,0.0004450444,0.000008770727,0.00003291538,0.01827005,0.00006798724,0.00006602283,0.0001474392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04188536,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102876533","doi":"10.11124/jbisrir-2012-178","title":"The association between mild cognitive impairment and self-care activity in community dwelling adult patients who have a diagnosis of chronic heart failure: a systematic review.","year":2012,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Heart failure; Medicine; Population; Quality of life (healthcare); Coping (psychology); Internal medicine; Physical therapy; Psychiatry","authors":[{"name":"Kay Currie","is_ca":false},{"name":"Karen Harkness","is_ca":true},{"name":"Grace Lindsay","is_ca":false},{"name":"Andrew Rideout","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0231022761405909,"gpt":0.2878782054185877,"spread":0.2647759292779968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003376858,0.0003037601,0.002954785,0.0001171489,0.00012961,0.00002790204,0.0001499454,0.0001014527,0.000009882317],"category_scores_gemma":[0.001154678,0.0001747294,0.0003369052,0.0003032521,0.00003668425,0.0005094046,0.0001287516,0.0002584055,0.00002106326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926977,"about_ca_system_score_gemma":0.00004682709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004840599,"about_ca_topic_score_gemma":0.00002395871,"domain_scores_codex":[0.9931595,0.00386757,0.00194624,0.0001699838,0.0005271576,0.0003295847],"domain_scores_gemma":[0.9951919,0.002243803,0.001683967,0.0005988327,0.0001462264,0.0001353212],"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":[0.000006408952,0.0003810436,0.3781337,0.6178521,0.0002973145,1.982412e-7,0.001744286,1.810798e-8,3.210394e-7,0.000009145959,0.001534067,0.00004142075],"study_design_scores_gemma":[0.001338895,0.0005556977,0.09364976,0.8987703,0.003497337,0.000001489845,0.001408241,0.00001996806,0.0001558088,0.000004562467,0.0004331623,0.0001647163],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6665359,0.2797655,0.00001413465,0.002105102,0.00008318157,0.05110566,0.00005178955,0.00005515425,0.0002836639],"genre_scores_gemma":[0.9485515,0.04740068,0.0003125895,0.0002074553,0.00004976108,0.003306334,0.00005374209,0.00002863914,0.00008933448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2844839,"threshold_uncertainty_score":0.7125258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1825317408","doi":"10.11124/jbisrir-2009-593","title":"The use of the Visual Analogue Scale for the assessment of labour pain: a systematic review","year":2009,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cervical dilation; Medicine; Physical therapy; Guideline; Labor pain; Pain assessment; Pain catastrophizing; Visual analogue scale; Physical medicine and rehabilitation; Pain management; Chronic pain; Pregnancy; Gestation","authors":[{"name":"Chin Ke Wei","is_ca":false},{"name":"Chow Yeow Leng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1135448455279239,"gpt":0.3746628926700969,"spread":0.261118047142173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01565326,0.0007073514,0.01293548,0.0001245974,0.0001603445,0.00006455398,0.00153213,0.000191546,0.00003427488],"category_scores_gemma":[0.003060418,0.000230502,0.004143859,0.001023173,0.0001990024,0.0001741193,0.0001428405,0.0003178344,0.00001035611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005262513,"about_ca_system_score_gemma":0.0003863621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004786483,"about_ca_topic_score_gemma":0.000001136244,"domain_scores_codex":[0.9798031,0.01058397,0.007887987,0.0003911029,0.001004501,0.0003292719],"domain_scores_gemma":[0.9761584,0.01030077,0.01007224,0.003207882,0.0001706368,0.00009003596],"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":[0.000002758685,0.0001045303,0.00001994737,0.9723499,0.0007144032,0.00000162796,0.00003481844,3.485114e-7,5.228942e-8,0.001437803,0.01724455,0.008089225],"study_design_scores_gemma":[0.0000722312,0.0001271027,0.0000132566,0.5568435,0.00959155,0.0000284301,0.00003818552,0.00007925245,8.557799e-8,0.00001288331,0.4330848,0.0001088109],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.067206e-7,0.9267196,0.0005927207,0.001101951,0.00008668831,0.07135096,0.00002136602,0.00001774282,0.0001086719],"genre_scores_gemma":[0.000004347111,0.9856543,0.001160503,0.002204415,0.00008804368,0.00582217,0.00004178725,0.00007301832,0.004951443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4158402,"threshold_uncertainty_score":0.9399599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229917939","doi":"10.11124/jbisrir-2011-451","title":"A systematic review of the effectiveness of patient-centred care on emergency room visits, hospitalizations, unscheduled sick clinic visits, and missed school days for children with asthma.","year":2011,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Health care; Emergency department; Family medicine; Intensive care medicine; Pediatrics; Nursing; Internal medicine","authors":[{"name":"Cheryl Barnes","is_ca":false},{"name":"Eugene Cauvin","is_ca":false},{"name":"Meral Duran-Kim","is_ca":false},{"name":"Lisa Montalbano","is_ca":false},{"name":"Marie Londrigan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02238157437769645,"gpt":0.2924965933486329,"spread":0.2701150189709365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009583969,0.0009522782,0.01332728,0.0002576886,0.0000849739,0.00001600836,0.0006752112,0.0002888393,0.0001355171],"category_scores_gemma":[0.00273175,0.0004421461,0.00247331,0.0008856505,0.00006194789,0.0002220904,0.000135458,0.0002381651,0.00002358899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000482212,"about_ca_system_score_gemma":0.0006517666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002024042,"about_ca_topic_score_gemma":1.712628e-7,"domain_scores_codex":[0.9865838,0.005422758,0.006389393,0.0006841619,0.0006327842,0.0002870785],"domain_scores_gemma":[0.9875469,0.0009008868,0.008717678,0.002196622,0.0003614064,0.0002765534],"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":[0.00006133751,0.0003083699,0.0003049235,0.9957051,0.001258404,0.000001468085,0.0001596584,6.445205e-8,3.246707e-7,0.0001148021,0.0004744211,0.001611176],"study_design_scores_gemma":[0.0007216345,0.001125711,0.0001767645,0.9774456,0.01620953,0.00003409385,0.0001918617,6.842568e-7,0.00001192241,0.000007196677,0.003696098,0.0003788894],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001227031,0.9299798,0.00001484663,0.000006069186,0.0001575555,0.06928137,0.0002835317,0.00002959536,0.0001245024],"genre_scores_gemma":[0.0002440709,0.9950156,0.0002111697,0.00007421746,0.00005594746,0.003752379,0.0003928188,0.0001497382,0.0001041075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.065529,"threshold_uncertainty_score":0.999803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255180764","doi":"10.11124/jbisrir-2011-280","title":"Patient Safety Culture in Rural Hospitals: A Systematic Review","year":2011,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"","keywords":"Health care; Patient safety; Accreditation; Rural area; Nursing; Medicine; Business; Family medicine; Public relations; Political science; Medical education","authors":[{"name":"Julie Langlois","is_ca":true},{"name":"Amanda Ross‐White","is_ca":true},{"name":"Jennifer Medves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1124806898410029,"gpt":0.415854969242398,"spread":0.3033742794013951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005838147,0.00122928,0.02278594,0.000508881,0.0002048094,0.000004710033,0.001516421,0.0009568708,0.001090723],"category_scores_gemma":[0.005709492,0.0006771077,0.002354412,0.001622441,0.0001037311,0.0007432504,0.0003944432,0.001531265,0.003578444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002679127,"about_ca_system_score_gemma":0.0008257978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001091166,"about_ca_topic_score_gemma":0.000002297783,"domain_scores_codex":[0.9603814,0.01876303,0.01864031,0.0006812151,0.0007577722,0.000776252],"domain_scores_gemma":[0.9747187,0.001743748,0.02024409,0.002782792,0.0001300554,0.000380553],"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":[0.00000346599,0.00009509943,0.00000763002,0.9789203,0.0001803739,0.000005773783,0.002585384,1.472494e-8,5.47393e-9,0.0007857395,0.01397508,0.003441108],"study_design_scores_gemma":[0.0001145288,0.00005641376,8.86145e-7,0.5540857,0.002210008,0.00001303805,0.000401785,5.025496e-7,8.039642e-9,0.00002132447,0.4427716,0.000324249],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.480417e-7,0.9018518,0.0000321207,0.0000870705,0.0009905638,0.08694328,0.0001365788,0.0001093495,0.009849081],"genre_scores_gemma":[8.893117e-7,0.9660974,0.0003750587,0.001080607,0.0001017812,0.02713518,0.0005522039,0.0001406057,0.004516239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4287965,"threshold_uncertainty_score":0.9998224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248940021","doi":"10.11124/jbisrir-2011-443","title":"Factors affecting and strategies to improve pain management in emergency departments: a comprehensive systematic review.","year":2011,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pain management; Systematic review; Medicine; Business; MEDLINE; Physical therapy; Political science","authors":[{"name":"Achara Sukonthasarn","is_ca":false},{"name":"Suparat Wangsrikhun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06413371575207569,"gpt":0.3192568116147924,"spread":0.2551230958627166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002934005,0.0004266018,0.003265167,0.000456716,0.00003277079,0.00002577109,0.0003277,0.00006771131,0.00007955389],"category_scores_gemma":[0.0007752103,0.0002812569,0.0002805003,0.000736916,0.00002563512,0.0005707212,0.0002229968,0.0001238383,0.00002666391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004519603,"about_ca_system_score_gemma":0.00001765416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001253175,"about_ca_topic_score_gemma":0.000001662735,"domain_scores_codex":[0.9938747,0.001890096,0.003087383,0.0004502969,0.0003828835,0.0003146215],"domain_scores_gemma":[0.997224,0.0002928573,0.001317684,0.0009651798,0.00004107535,0.0001592497],"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":[0.000007020983,0.0001020269,0.005017141,0.9905112,0.0002032724,0.00002826657,0.0007878294,3.825106e-8,0.00002772397,0.0002767648,0.002987175,0.00005148],"study_design_scores_gemma":[0.0003858006,0.0004951149,0.008976059,0.9819547,0.002239285,0.00001039604,0.004747454,0.00004475337,0.00006268388,0.000512158,0.0001305922,0.0004410248],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1129361,0.6531458,0.006827937,0.0003495799,0.0004687592,0.193687,0.00002031536,0.0008222802,0.03174211],"genre_scores_gemma":[0.48904,0.4361248,0.05213939,0.003724738,0.0001317165,0.01585865,0.000076098,0.0002710491,0.002633549],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3761038,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110529548","doi":"10.11124/jbisrir-2009-552","title":"A systematic review of nursing inter-shift reports in adult acute care settings","year":2009,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nursing; Acute care; Medicine; Nursing care; Health care; Political science","authors":[{"name":"Cheryl Holly","is_ca":false},{"name":"Eileen Poletick","is_ca":false},{"name":"New Jersey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03120774978806189,"gpt":0.3567131809666075,"spread":0.3255054311785456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002312802,0.001098456,0.0302579,0.0006915985,0.00003302358,0.00003692527,0.0006512285,0.0004374752,0.0001245796],"category_scores_gemma":[0.004324371,0.0006022307,0.004026894,0.001415593,0.00007875526,0.0004026667,0.0001253865,0.0006003545,0.00006454636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058542,"about_ca_system_score_gemma":0.0005794505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000303114,"about_ca_topic_score_gemma":1.988507e-7,"domain_scores_codex":[0.9802503,0.002103845,0.01564502,0.000760621,0.0008074527,0.00043278],"domain_scores_gemma":[0.9840518,0.0005659662,0.01206825,0.002817699,0.0001717756,0.0003245272],"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":[0.000002339766,0.000150909,0.000006795653,0.9775513,0.000364968,0.0003436899,0.0006730213,2.661943e-9,7.082151e-8,0.00006772707,0.002878883,0.01796032],"study_design_scores_gemma":[0.0001512943,0.0002241768,0.000001730119,0.9525493,0.01653817,0.001596816,0.0002404778,6.816429e-7,0.000001060843,0.0000223786,0.02825179,0.0004221174],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001826091,0.9591187,0.000008383273,0.0002551098,0.0002444373,0.03649651,0.00002857583,0.00006196142,0.00378444],"genre_scores_gemma":[0.000008657405,0.9945375,0.001782895,0.0005602165,0.00007086298,0.001458726,0.0002429388,0.0001255362,0.001212679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03541873,"threshold_uncertainty_score":0.9996429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}