{"id":"W4381743639","doi":"10.1016/s0140-6736(23)00402-6","title":"Latent bipolar disorder","year":2023,"lang":"en","type":"letter","venue":"The Lancet","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bipolar disorder; Depression (economics); Psychiatry; Scopus; Psychology; Mood; Mania; Not Otherwise Specified; Mood disorders; Medicine; MEDLINE; Anxiety","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":[0.002381272,0.001229641,0.001653002,0.0009029378,0.007582141,0.004249852,0.00143966,0.05949564,0.01293987],"category_scores_gemma":[0.01660879,0.0008014116,0.00160775,0.0006512816,0.002779773,0.002874469,0.002432458,0.0457745,0.007603005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005162495,"about_ca_system_score_gemma":0.007950429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02086256,"about_ca_topic_score_gemma":0.05449308,"domain_scores_codex":[0.9974222,0.000657624,0.0002834376,0.0003322822,0.0006034754,0.0007010051],"domain_scores_gemma":[0.9957786,0.001711472,0.0002530585,0.000161723,0.0005925646,0.001502595],"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":[0.00005528572,0.00002543891,0.0005000205,0.00005202958,0.00001772581,0.002837364,0.0001348409,0.00002259974,0.0001245829,0.00391716,0.9837164,0.008596595],"study_design_scores_gemma":[0.0005308684,0.0001177286,0.003489974,0.001339537,0.000103757,0.00707036,0.0008094643,0.0004299233,0.000174638,0.02161315,0.9642426,0.00007801534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005125575,0.004317041,0.00007764177,0.9414227,0.04280049,0.00003140136,0.00009908246,0.00001830567,0.01072078],"genre_scores_gemma":[0.003124398,0.001555933,0.00007992121,0.9409221,0.03721486,0.00004751719,0.00005155384,0.00001656252,0.01698706],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05949564,"threshold_uncertainty_score":0.04328817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412228550226121,"score_gpt":0.2836503479570959,"score_spread":0.2424274929344838,"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."}}