{"id":"W3209672917","doi":"10.1111/bdi.13148","title":"A commentary on youth onset bipolar disorder","year":2021,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of Mental Health","keywords":"Library science; Medicine; Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001396328,0.0004596521,0.0004986866,0.0002094745,0.0003102104,0.00004831628,0.0001585484,0.0001941388,0.0007402149],"category_scores_gemma":[0.00007672984,0.0004153434,0.0004035679,0.0005774895,0.0001491342,0.000107541,0.0001154028,0.0004577146,0.0004098007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241066,"about_ca_system_score_gemma":0.0001740454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008538374,"about_ca_topic_score_gemma":0.002855296,"domain_scores_codex":[0.9975918,0.0001608378,0.0003742902,0.0006998832,0.0005293879,0.0006438083],"domain_scores_gemma":[0.9984825,0.00008574547,0.00008232307,0.0009235698,0.00008331781,0.0003426044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000274844,0.004050638,0.7482639,0.0001044174,0.0006903436,0.00005145643,0.001298783,0.00001166596,0.0002418779,0.00030816,0.007697156,0.2370067],"study_design_scores_gemma":[0.003907974,0.0006085018,0.1444739,0.00009354308,0.0004643374,0.00005056902,0.001472119,0.00004614675,0.0009220426,0.0002223279,0.8473101,0.0004284153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4789335,0.4680387,0.0007278611,0.04413711,0.0008705041,0.00153909,0.0008736487,0.0006179638,0.004261612],"genre_scores_gemma":[0.9459568,0.03695678,0.0007100286,0.01262577,0.0001820593,0.00007843701,0.002173441,0.000158778,0.001157951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.839613,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431615260523657,"score_gpt":0.25319560228555,"score_spread":0.2388794496803134,"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."}}