{"id":"W4401065101","doi":"10.1111/bdi.13479","title":"Let us not forget postpartum manic or mixed episodes","year":2024,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Parkwood Institute; Western University","funders":"","keywords":"Psychology; Psychiatry; Medicine; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001250694,0.0007737059,0.00112196,0.001006522,0.001641513,0.002215537,0.001475663,0.003545963,0.006462568],"category_scores_gemma":[0.00704324,0.0003139731,0.0006416249,0.0007834156,0.002796957,0.006949338,0.001637546,0.01114565,0.004278212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007544779,"about_ca_system_score_gemma":0.001172718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003586834,"about_ca_topic_score_gemma":0.004593247,"domain_scores_codex":[0.9991338,0.0001810828,0.0001454374,0.000161911,0.0002601237,0.0001176984],"domain_scores_gemma":[0.9977226,0.0008483556,0.0002762144,0.0001892312,0.0005913754,0.0003722466],"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":[0.0001247717,0.00005416071,0.00647054,0.001452369,0.00005506726,0.006191547,0.002227681,0.00004463661,0.0003851744,0.01049564,0.8004604,0.172038],"study_design_scores_gemma":[0.00002877682,0.000114893,0.006056354,0.00524709,0.00006005004,0.03962245,0.003235869,0.00007602454,0.0003415527,0.01714941,0.928009,0.00005843854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005189972,0.302006,0.001380837,0.4632286,0.2058582,0.00004584268,0.0004444214,0.0002116639,0.02163459],"genre_scores_gemma":[0.02959512,0.2849084,0.001412175,0.3968216,0.2693551,0.00005861336,0.0002934872,0.000127954,0.01742755],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006462568,"threshold_uncertainty_score":0.02161944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089984531602912,"score_gpt":0.2971251823934497,"score_spread":0.2762253370774206,"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."}}