{"id":"W2063649975","doi":"10.1136/bmj.329.7480.1467","title":"Meeting mania 2004","year":2004,"lang":"en","type":"article","venue":"BMJ","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mania; Sign (mathematics); Psychology; Psychiatry; Medicine; Bipolar disorder; Mathematics; Mood","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":[0.002835638,0.001111829,0.0003929894,0.001012767,0.002559276,0.004367007,0.001734132,0.003848735,0.1813299],"category_scores_gemma":[0.006437151,0.0004362242,0.0009088685,0.0006432352,0.000730034,0.001538131,0.002180736,0.004816863,0.1111194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003691181,"about_ca_system_score_gemma":0.004932356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01635124,"about_ca_topic_score_gemma":0.05063523,"domain_scores_codex":[0.9978455,0.0004319399,0.0001306161,0.0002370428,0.000828012,0.0005268001],"domain_scores_gemma":[0.9963282,0.0002351401,0.0002047702,0.0001566653,0.001466855,0.001608473],"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":[0.00004002545,0.00001159517,0.0002448223,0.00006649518,0.000004514089,0.00006686427,0.00004688213,0.0000138963,0.0001230484,0.0008102008,0.9876643,0.01090753],"study_design_scores_gemma":[0.000005672789,0.00001243819,0.0010866,0.00006030621,0.000002042629,0.00006259567,0.00008354169,0.000017295,0.00004275813,0.00008942121,0.998533,0.000004301216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002723921,0.0209999,0.001737867,0.2250115,0.2550777,0.0002554514,0.002396964,0.0008933957,0.4909034],"genre_scores_gemma":[0.01081669,0.006271136,0.0007824459,0.03335328,0.01964079,0.0001650302,0.001411726,0.0002343971,0.9273245],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1813299,"threshold_uncertainty_score":0.6066091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05991457766223345,"score_gpt":0.4674417032874037,"score_spread":0.4075271256251702,"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."}}