{"id":"W4383599207","doi":"10.1002/mpr.1980","title":"Long term outcomes and causal modelling of compulsory inpatient and outpatient mental health care using Norwegian registry data: Protocol for a controversies in psychiatry research project","year":2023,"lang":"en","type":"article","venue":"International Journal of Methods in Psychiatric Research","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Norges Forskningsråd","keywords":"Norwegian; Mental health; Medicine; Health care; Inpatient care; Population; Mental illness; Ambulatory care; Psychiatry; Psychology; Nursing; Family medicine; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09078033,0.002853823,0.002794616,0.002406897,0.002380552,0.002441452,0.003962863,0.003738463,0.06151352],"category_scores_gemma":[0.1332919,0.003177693,0.006479178,0.003699918,0.002716077,0.001486681,0.003693539,0.004518424,0.00628406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004963154,"about_ca_system_score_gemma":0.02178254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007847063,"about_ca_topic_score_gemma":0.008147154,"domain_scores_codex":[0.9398241,0.04808708,0.00514738,0.003105951,0.002298225,0.001537227],"domain_scores_gemma":[0.9173232,0.04453586,0.007858727,0.02088692,0.00790038,0.00149496],"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":[0.2065442,0.02746245,0.04638179,0.04677221,0.007786094,0.002798618,0.01863358,0.08452971,0.003307408,0.1209346,0.1508297,0.2840198],"study_design_scores_gemma":[0.2167043,0.04144357,0.07483523,0.02131236,0.005423342,0.0009483685,0.006689429,0.06794866,0.006555601,0.09023424,0.4663031,0.001601879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007746368,0.0001674267,0.0227005,0.0002890416,0.0001375719,0.9525867,0.01436705,0.000141209,0.001864153],"genre_scores_gemma":[0.002926365,0.00004971436,0.009946671,0.0000300225,0.000008193975,0.9856794,0.001030328,0.000009333233,0.0003199264],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09078033,"threshold_uncertainty_score":0.480098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5505503286626109,"score_gpt":0.6751618411755596,"score_spread":0.1246115125129487,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}