{"id":"W3024051898","doi":"10.1093/med/9780190908096.003.0005","title":"Making a Diagnosis","year":2020,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Mania; Bipolar disorder; Prodrome; Pediatrics; Anxiety; Medicine; Substance abuse; Depression (economics); Psychology; Clinical psychology; Cognition; Psychosis","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":[0.002685609,0.0008580424,0.0005832543,0.001221486,0.002877962,0.00403826,0.001626733,0.005059576,0.04297876],"category_scores_gemma":[0.01376316,0.0003158073,0.0006358938,0.0004735407,0.003383804,0.006177482,0.004198717,0.00835171,0.02667233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002237754,"about_ca_system_score_gemma":0.004737777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368173,"about_ca_topic_score_gemma":0.005267147,"domain_scores_codex":[0.9980066,0.000565208,0.0001492461,0.0002146215,0.0008128571,0.0002515543],"domain_scores_gemma":[0.9964161,0.001093869,0.0002031989,0.0002151119,0.001172395,0.0008992485],"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":[0.00003066161,0.00004274387,0.0006836365,0.0001532377,0.00001040754,0.002478291,0.001429367,0.00007912286,0.00027024,0.03553683,0.8009602,0.1583252],"study_design_scores_gemma":[0.00001334444,0.00002473781,0.000398036,0.0008797033,0.00001048705,0.006644121,0.002392756,0.00008687527,0.0001322473,0.05044391,0.9389545,0.00001934938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003913152,0.0273742,0.01902986,0.4729432,0.09457221,0.0002763955,0.0005371863,0.0006496697,0.3807043],"genre_scores_gemma":[0.09098746,0.0670555,0.05343034,0.3687408,0.04377803,0.0003959021,0.001589527,0.0005415745,0.3734809],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04297876,"threshold_uncertainty_score":0.1437783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05305135110753392,"score_gpt":0.2434823898407366,"score_spread":0.1904310387332026,"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."}}