{"id":"W4396869457","doi":"10.1111/bdi.13454","title":"Long‐term management of a perpetual mixed state with minimal medication and sleep regulation","year":2024,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Parkwood Institute; Western University","funders":"","keywords":"Hypomania; Bipolar disorder; Psychiatry; Mood; Depression (economics); Medicine; Psychology; Bipolar I disorder; Borderline personality disorder; Pediatrics; Mania","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":[0.0003485489,0.0002850124,0.0004135135,0.0003337268,0.0004992069,0.0004162057,0.0004122888,0.0004625681,0.002010279],"category_scores_gemma":[0.0006543442,0.000069218,0.0004521434,0.0001317321,0.000239883,0.0004968203,0.000736237,0.0009151694,0.0006760925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206735,"about_ca_system_score_gemma":0.0003234374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006873368,"about_ca_topic_score_gemma":0.002437792,"domain_scores_codex":[0.999859,0.00003973509,0.00001858283,0.00001352727,0.00004181177,0.00002731466],"domain_scores_gemma":[0.9998335,0.00002718605,0.00003334973,0.0000203926,0.00003560524,0.00004990342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002538714,0.003565585,0.02659247,0.001282102,0.0007138532,0.005166357,0.000622216,0.001420808,0.04499334,0.002775289,0.01330917,0.8970201],"study_design_scores_gemma":[0.002007725,0.02699489,0.5189316,0.0031883,0.001054618,0.0462636,0.003537786,0.01648169,0.03515372,0.02053865,0.3255907,0.0002567106],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8640557,0.04057426,0.03462239,0.01410629,0.001385447,0.0008135483,0.0003230968,0.001229797,0.04288948],"genre_scores_gemma":[0.9585895,0.008678007,0.01629802,0.00437741,0.0007775199,0.0004737342,0.0004332425,0.00007813711,0.01029452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002010279,"threshold_uncertainty_score":0.006725073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007003301316212489,"score_gpt":0.240610698395729,"score_spread":0.2336073970795165,"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."}}