{"id":"W3028921689","doi":"10.3389/fpsyt.2020.00471","title":"Psychiatric Acute Day Hospital as an Alternative to Inpatient Treatment","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"McGill University","keywords":"Medicine; Day hospital; Inpatient care; Referral; Emergency medicine; Acute hospital; Day care; Hospital admission; Psychiatric hospital; Day treatment; Psychopathology; Acute care; Health care; Psychiatry; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007332297,0.0002882407,0.0003847147,0.0006870473,0.0009837609,0.001244853,0.0006712282,0.0005564051,0.01554867],"category_scores_gemma":[0.002089125,0.0001397221,0.0005740988,0.0006844172,0.0004751612,0.0004181494,0.001820941,0.0007811193,0.0006846208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868098,"about_ca_system_score_gemma":0.002282018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621323,"about_ca_topic_score_gemma":0.01341935,"domain_scores_codex":[0.9979478,0.001268037,0.00007916777,0.0001019102,0.0002501269,0.000353068],"domain_scores_gemma":[0.9965355,0.0005624891,0.0007697321,0.0001307203,0.0003733422,0.001628229],"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":[0.02213859,0.01203437,0.2648647,0.003547982,0.0006883162,0.00440489,0.002646485,0.002724246,0.008823809,0.01252827,0.02232659,0.6432717],"study_design_scores_gemma":[0.004438175,0.0469833,0.8573336,0.001732638,0.0007513111,0.009606168,0.006093664,0.003983888,0.003241629,0.003173998,0.06242789,0.0002336079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591811,0.00783255,0.001238101,0.00311917,0.0005287876,0.0004296611,0.0006291443,0.00006655213,0.02697484],"genre_scores_gemma":[0.9933095,0.001502493,0.001189667,0.0005006617,0.0003170531,0.0001470134,0.0003625607,0.0000132457,0.00265778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554867,"threshold_uncertainty_score":0.05201548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143201807134213,"score_gpt":0.2961641231759534,"score_spread":0.2847321051046112,"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."}}