{"id":"W2519731840","doi":"10.4088/jcp.15m10082","title":"Disability and Functioning of Patients Who Use Psychiatric Hospital Emergency Services","year":2016,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Population; Psychiatry; Mental health; Emergency department","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":[0.0006886845,0.0001885546,0.0004638771,0.001082713,0.0004904696,0.000695476,0.0002697468,0.0003671936,0.002705863],"category_scores_gemma":[0.005316094,0.0001350337,0.0003111588,0.0007585345,0.0003511546,0.0007282815,0.0008512533,0.0006009716,0.0002695622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402177,"about_ca_system_score_gemma":0.000325291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002098301,"about_ca_topic_score_gemma":0.002959601,"domain_scores_codex":[0.9992736,0.000174733,0.0001151329,0.00007963727,0.0001743036,0.0001825967],"domain_scores_gemma":[0.997178,0.0003590415,0.001528002,0.00007140644,0.0002814154,0.0005822605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005409407,0.00005928552,0.9977521,0.00001068948,0.00003011931,0.00006683389,0.0001137275,0.00003160345,0.00003465994,0.00001708475,0.0001868829,0.001642992],"study_design_scores_gemma":[0.000006829997,0.0001077865,0.9986836,0.00001210341,0.000007366959,0.0004272475,0.0004987226,0.0000783159,0.00001951182,0.00002852361,0.0001261545,0.000003803841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986254,0.0001344474,0.00003058941,0.00009851157,0.000006684116,0.00001446727,0.0003335618,0.000001987475,0.0007543322],"genre_scores_gemma":[0.9993863,0.00008013836,0.00003989088,0.00003531777,0.00001114058,0.000009937403,0.0003630829,7.473208e-7,0.00007335356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002705863,"threshold_uncertainty_score":0.009052038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545926581513857,"score_gpt":0.3503612482816241,"score_spread":0.3249019824664856,"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."}}