{"id":"W4244207520","doi":"10.1007/978-3-319-92919-4_14","title":"Bipolar Disorder","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Pregnancy; Bipolar disorder; Mood; Postpartum period; Confounding; Mood disorders; Psychiatry; Population; Pediatrics; Internal 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":[0.0001879372,0.0006804535,0.0004328988,0.0006888696,0.001013999,0.001185096,0.0004836883,0.0007437486,0.1782878],"category_scores_gemma":[0.0004907945,0.0002125298,0.0002427276,0.0005422708,0.0003013096,0.0008869353,0.00100034,0.001250917,0.1065935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005838803,"about_ca_system_score_gemma":0.001027972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002905678,"about_ca_topic_score_gemma":0.01513209,"domain_scores_codex":[0.9998995,0.00001711109,0.000004553426,0.0000141207,0.00004624081,0.00001852205],"domain_scores_gemma":[0.9999017,0.000020246,0.00000516477,0.00001070558,0.00003752693,0.00002473891],"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":[0.00001318558,0.00004111389,0.0001122145,0.0001080419,0.000002727436,0.0001152264,0.0001287265,0.00006440651,0.0001920379,0.0125976,0.8322775,0.1543473],"study_design_scores_gemma":[0.000004123284,0.00001085816,0.0002703518,0.0001234991,0.000002194685,0.0002735021,0.00005028153,0.00003086888,0.00003525421,0.002929859,0.996267,0.000002285723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004647214,0.010808,0.0008462467,0.001860805,0.002440869,0.00005565343,0.0002550656,0.0001488184,0.9831199],"genre_scores_gemma":[0.001671472,0.006347642,0.0004177055,0.00156719,0.0003601806,0.00002332534,0.0002190957,0.00002938056,0.989364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1782878,"threshold_uncertainty_score":0.596432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436946607858116,"score_gpt":0.2427536394676519,"score_spread":0.2283841733890707,"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."}}