{"id":"W4311026143","doi":"10.1111/bdi.13281","title":"Staging the bipolar disorders: Are early stages too early a stage for intervention?","year":2022,"lang":"en","type":"letter","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Worry; Anxiety; Bipolar disorder; Prodrome; Psychology; Overdiagnosis; Psychiatry; Mood; Harm; Intervention (counseling); Clinical psychology; Mood disorders; Medicine; Psychosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004355454,0.000660489,0.002147598,0.00131316,0.0004859276,0.001949714,0.001158779,0.002001691,0.002085002],"category_scores_gemma":[0.01287792,0.0003386094,0.0007689163,0.001171143,0.001507987,0.003495253,0.000801498,0.003474524,0.000833619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001915128,"about_ca_system_score_gemma":0.002473027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003960882,"about_ca_topic_score_gemma":0.009416543,"domain_scores_codex":[0.9985286,0.0007102973,0.0002892905,0.0001341539,0.0002351503,0.0001025978],"domain_scores_gemma":[0.9943956,0.003701024,0.0005177168,0.000114891,0.001031542,0.0002392178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001868688,0.00003840412,0.001352558,0.01441541,0.0001417355,0.0001709754,0.0004208381,0.0001469487,0.0001780608,0.008316214,0.07610383,0.8985282],"study_design_scores_gemma":[0.0001906988,0.0005239882,0.009800042,0.08716322,0.0006958518,0.002433379,0.001747409,0.0003703795,0.0003072048,0.02436337,0.8722742,0.0001302448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0002406106,0.9837962,0.000377312,0.01260357,0.002220139,0.00001256247,0.00001626373,0.000009535182,0.0007237942],"genre_scores_gemma":[0.004698366,0.9833652,0.001328702,0.007294985,0.002812122,0.0000496657,0.00004276501,0.000007818502,0.0004002351],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004355454,"threshold_uncertainty_score":0.02303416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173168259448203,"score_gpt":0.2712021285417252,"score_spread":0.2538853025969048,"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."}}