{"id":"W2079780830","doi":"10.1111/acps.12120","title":"Patients with bipolar disorder in a bipolar clinic setting: practical steps","year":2013,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bipolar disorder; Psychoeducation; Psychiatry; Medicine; Nice; Excellence; Bipolar I disorder; Treatment of bipolar disorder; Psychology; Mania; Cognition; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0142165,0.002053819,0.002761469,0.003519254,0.006572576,0.01055759,0.004936437,0.00950011,0.02711493],"category_scores_gemma":[0.03540738,0.001267212,0.001984692,0.001917717,0.002878629,0.01441959,0.01527127,0.01847,0.009357291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004113782,"about_ca_system_score_gemma":0.01623094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303252,"about_ca_topic_score_gemma":0.0298915,"domain_scores_codex":[0.9911725,0.003403761,0.001359459,0.000723223,0.002440426,0.0009006198],"domain_scores_gemma":[0.9620549,0.01129547,0.001944692,0.001260106,0.010041,0.01340379],"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":[0.0002256523,0.001383715,0.01914154,0.003913721,0.00010698,0.01069996,0.0093777,0.0006123032,0.0006963354,0.007814535,0.5046983,0.4413293],"study_design_scores_gemma":[0.0007833505,0.001196317,0.06545272,0.05810849,0.0002833373,0.03143388,0.09659234,0.002075608,0.0004400798,0.1249748,0.6179984,0.0006605814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01095746,0.07651588,0.01478576,0.8385044,0.01492956,0.003393881,0.0004973631,0.0009437326,0.0394721],"genre_scores_gemma":[0.1797982,0.2863114,0.1639211,0.2617759,0.06385987,0.01319973,0.003391067,0.0004322054,0.02731063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02711493,"threshold_uncertainty_score":0.09070849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009375483278693118,"score_gpt":0.2793371180161395,"score_spread":0.2699616347374463,"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."}}