{"id":"W2963296000","doi":"10.1111/bdi.12813","title":"Beyond evidence‐based treatment of bipolar disorder: Rational pragmatic approaches to management","year":2019,"lang":"en","type":"review","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health; Providence Health Care","funders":"National Health and Medical Research Council; Massachusetts General Hospital","keywords":"Bipolar disorder; Clinical trial; Scope (computer science); Psychotherapist; Randomized controlled trial; Treatment of bipolar disorder; Psychiatry; Medicine; Psychology; Clinical Practice; Evidence-based medicine; MEDLINE; Alternative medicine; Mood; Mania; Computer science; Family medicine","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":[0.04537134,0.001664088,0.004719294,0.004329317,0.001138123,0.007591238,0.003472989,0.007080216,0.006556403],"category_scores_gemma":[0.08270501,0.001018321,0.003320302,0.002943114,0.005201985,0.01306719,0.00461182,0.01443327,0.00198475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005015733,"about_ca_system_score_gemma":0.01668357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550093,"about_ca_topic_score_gemma":0.005368971,"domain_scores_codex":[0.9703601,0.02135565,0.003654137,0.0009494481,0.003225232,0.0004553614],"domain_scores_gemma":[0.925949,0.06430352,0.003368649,0.001582662,0.003784881,0.001011337],"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":[0.000373167,0.0002618155,0.0003528502,0.123359,0.001694364,0.0004533335,0.001801195,0.001801855,0.0004789955,0.1928359,0.09487841,0.5817091],"study_design_scores_gemma":[0.0004948668,0.0001460459,0.0006693517,0.264502,0.0009643565,0.0004911337,0.001790486,0.0009615198,0.0002404272,0.2841855,0.445435,0.0001194522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002761927,0.8168563,0.009690002,0.1622004,0.00456846,0.0004540319,0.0001082041,0.00006092218,0.0057854],"genre_scores_gemma":[0.01915732,0.8578591,0.03644109,0.07727991,0.006128395,0.001312114,0.0001729348,0.00006422617,0.001584765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04537134,"threshold_uncertainty_score":0.2399495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390683395941772,"score_gpt":0.3327563526213662,"score_spread":0.193688013027189,"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."}}