{"id":"W2952687331","doi":"10.1016/s2215-0366(19)30082-3","title":"The case for improved care and provision of treatment for people with first-episode mania","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Pfizer UK; Cancer Council Victoria; Bristol-Myers Squibb Canada; H. Lundbeck A/S; Servier; Otsuka Pharmaceutical; National Institute for Health and Care Research; Alberta Livestock and Meat Agency; Bushfire Cooperative Research Centre; Australian Rotary Health; Roche Products; Michael Smith Health Research BC; Simons Foundation Autism Research Initiative; Eli Lilly and Company; National Health and Medical Research Council; Stanley Foundation; Dainippon Sumitomo Pharma; Janssen Biotech; Sunovion; Geelong Region Medical Research Foundation","keywords":"Mania; Psychological intervention; Context (archaeology); Psychiatry; Interim; Bipolar disorder; Medicine; Psychology; Guideline; Psychotherapist; Mood","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":[0.004320085,0.0008124363,0.003000218,0.001802425,0.0004503104,0.002363101,0.00164921,0.004856576,0.007401763],"category_scores_gemma":[0.007922036,0.0003657285,0.001538682,0.002154394,0.001393024,0.003707649,0.001594603,0.00779547,0.001763929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002646831,"about_ca_system_score_gemma":0.006413574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006716879,"about_ca_topic_score_gemma":0.01704005,"domain_scores_codex":[0.9983886,0.0006205195,0.0002315848,0.0001617018,0.000436304,0.0001611964],"domain_scores_gemma":[0.9944454,0.003750526,0.0006556995,0.0001438778,0.0006872058,0.0003172885],"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":[0.0001673481,0.00007416722,0.0002107394,0.05711609,0.0005446697,0.0002337576,0.0002488127,0.0003219699,0.0003902509,0.01753041,0.1866925,0.7364693],"study_design_scores_gemma":[0.0001428679,0.00008471403,0.001334011,0.0522494,0.0004718579,0.0005034803,0.0002492668,0.00007244255,0.00004591893,0.00729091,0.9375193,0.00003585845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003644406,0.9910691,0.00004554942,0.007265157,0.0009691362,0.00000302688,0.00001916572,0.000006987922,0.0005853681],"genre_scores_gemma":[0.001019067,0.9856824,0.0004312528,0.01134573,0.001115634,0.00001442641,0.00003223898,0.000004095619,0.000355059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007401763,"threshold_uncertainty_score":0.02476138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440202707833876,"score_gpt":0.3338291419479609,"score_spread":0.2994271148696221,"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."}}