{"id":"W2911883761","doi":"10.1111/eip.12786","title":"Clinical staging for youth at‐risk for serious mental illness","year":2019,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health; Alberta Children's Hospital; St. Michael's Hospital; University of Ottawa; University Health Network; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Hotchkiss Brain Institute; Mental Health Research Canada; University of Calgary","funders":"Fondation Brain Canada","keywords":"Mental illness; Psychiatry; Medicine; Psychology; Mental health","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000696503,0.0001714687,0.0002576812,0.0001067929,0.0001507296,0.000034991,0.0001824901,0.0001495438,0.0008243553],"category_scores_gemma":[0.00001348468,0.0001693561,0.0005757209,0.0001042508,0.00003238626,0.00008710386,0.00004300282,0.0001912775,0.0003100135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000729359,"about_ca_system_score_gemma":0.00002196285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007767215,"about_ca_topic_score_gemma":0.0001297986,"domain_scores_codex":[0.9981947,0.0001049001,0.0007385404,0.0004876561,0.0001342238,0.000339957],"domain_scores_gemma":[0.9993624,0.00005501415,0.0002623694,0.000196002,0.00004607769,0.00007810116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059863,0.0009469514,0.9392753,0.0001166877,0.0001403231,2.431834e-7,0.002860922,0.000001782319,0.000002783996,0.005931546,0.01531511,0.03434846],"study_design_scores_gemma":[0.007349485,0.0004670791,0.9538396,0.0004180454,0.00002977805,0.000001547718,0.002870556,0.00002024217,0.000002944381,0.004594552,0.0301149,0.0002912776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591302,0.0003543207,0.001618349,0.0007475635,0.03472687,0.001415163,0.0003552764,0.00005040482,0.001601828],"genre_scores_gemma":[0.9869793,0.00002719458,0.000744788,0.0004181974,0.0007822494,0.0001270899,0.0002468261,0.00003361391,0.01064076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03405719,"threshold_uncertainty_score":0.9026113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065520903447544,"score_gpt":0.3416005527730153,"score_spread":0.3209453437385399,"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."}}