{"id":"W2860130853","doi":"10.1177/0706743718777395","title":"Book Review: The Diagnosis and Management of Agitation","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; Medicine; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001543923,0.0008437314,0.001948218,0.002628872,0.0005875595,0.002161883,0.001560646,0.004342867,0.008671377],"category_scores_gemma":[0.01775942,0.0004925214,0.0007539439,0.001492673,0.001317045,0.001875667,0.0007364874,0.005824906,0.007065869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738095,"about_ca_system_score_gemma":0.002941194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004333331,"about_ca_topic_score_gemma":0.01091764,"domain_scores_codex":[0.9980617,0.0006019673,0.0003359671,0.0001546107,0.0007363923,0.0001094039],"domain_scores_gemma":[0.9890181,0.005047059,0.0007663609,0.0001911744,0.004105445,0.0008719163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000424875,0.00003219671,0.0005387946,0.0009495282,0.00003960573,0.0008295659,0.00004666535,0.00007281551,0.0001062045,0.0006578146,0.895807,0.1008775],"study_design_scores_gemma":[0.00007159713,0.0001098623,0.004097765,0.005783244,0.0001197173,0.01207178,0.0001715368,0.0001934646,0.000222755,0.001347698,0.9757578,0.00005272067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009153788,0.7122682,0.000978865,0.1277956,0.1356183,0.00008344429,0.0002386529,0.0001013434,0.02200008],"genre_scores_gemma":[0.01384653,0.6660689,0.002370029,0.06346708,0.2161541,0.0001312048,0.000669482,0.0001163007,0.03717638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008671377,"threshold_uncertainty_score":0.02900863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08118839197263457,"score_gpt":0.4584316111649938,"score_spread":0.3772432191923592,"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."}}