{"id":"W4396879624","doi":"10.63050/jpps.19.04.169","title":"MENTAL HEALTH COMORBIDITY IN A CANADIAN COURT","year":2022,"lang":"en","type":"article","venue":"Journal of Pakistan Psychiatric Society","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; Queen's University","funders":"","keywords":"Comorbidity; Mental health; Psychiatry; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008725841,0.000321996,0.0004685913,0.002653188,0.01499568,0.002520785,0.001465713,0.0008313693,0.00651548],"category_scores_gemma":[0.003943425,0.0003731478,0.0004061555,0.005302715,0.001574759,0.0006310654,0.002540073,0.001965247,0.0003006725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0538457,"about_ca_system_score_gemma":0.07904807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874318,"about_ca_topic_score_gemma":0.9961528,"domain_scores_codex":[0.9972676,0.0001275741,0.0001127016,0.0002928095,0.001117675,0.00108175],"domain_scores_gemma":[0.9972216,0.0001264155,0.0006391905,0.0000796285,0.0009074623,0.001025659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000504693,0.0001435002,0.9503947,0.00008844739,0.00005420807,0.005003112,0.008067387,0.0001619918,0.0005305305,0.002830083,0.01061352,0.02206194],"study_design_scores_gemma":[0.00001233509,0.00005390308,0.9683718,0.0002622335,0.00004394121,0.003132718,0.01832456,0.0005122094,0.0001199981,0.0004928102,0.008623745,0.00004971305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703079,0.001119715,0.0001630629,0.005166099,0.00008742923,0.0001447455,0.002133542,0.00001937875,0.02085804],"genre_scores_gemma":[0.9954441,0.0007284407,0.0002684573,0.001036057,0.00002231569,0.00001889753,0.0006771742,0.000006289071,0.001798262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0538457,"threshold_uncertainty_score":0.3906798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960963960557254,"score_gpt":0.451140164217303,"score_spread":0.4115305246117305,"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."}}