{"id":"W1990877256","doi":"10.1097/01.pra.0000410983.08229.d0","title":"Safe and Effective Prescribing Practices at the Point of Discharge from an Inpatient Psychiatry Unit","year":2012,"lang":"en","type":"review","venue":"Journal of Psychiatric Practice","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Unit (ring theory); Mental health; Medical emergency; Psychiatry; Patient safety; Health care; Accountability; Best practice; MEDLINE; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003796,0.000653364,0.002058106,0.000471266,0.0003679662,0.00008567749,0.0007418638,0.0004169709,0.0004195315],"category_scores_gemma":[0.001625547,0.0003886912,0.0006684217,0.0006610941,0.0001550537,0.001458431,0.0002991333,0.002004241,0.00009743261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200632,"about_ca_system_score_gemma":0.0003172491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004898568,"about_ca_topic_score_gemma":0.0001052286,"domain_scores_codex":[0.9919468,0.004194712,0.002098599,0.0005167936,0.0007442075,0.000498939],"domain_scores_gemma":[0.9750713,0.007744313,0.01561193,0.0008648671,0.0004422186,0.000265416],"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":[0.003071308,0.004739192,0.02041587,0.005019795,0.01451099,0.00005982093,0.01048405,0.000001103212,0.000002071567,0.00240556,0.02033978,0.9189504],"study_design_scores_gemma":[0.001133042,0.001149519,0.004181706,0.0006953609,0.01910891,0.001289183,0.004859061,4.395465e-7,4.006855e-7,0.0002786188,0.966881,0.0004227927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002285309,0.9797037,0.00004969776,0.001956815,0.007684641,0.001280162,0.00009824409,0.00001423396,0.006927225],"genre_scores_gemma":[0.0006688818,0.9932869,0.002459755,0.0004156652,0.002810537,0.00008282645,0.00001879032,0.00009131152,0.0001653262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9465412,"threshold_uncertainty_score":0.9998565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07366717701956209,"score_gpt":0.4137882345427613,"score_spread":0.3401210575231992,"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."}}