{"id":"W3092637506","doi":"10.1111/eip.13062","title":"Clinical staging for youth at‐risk for serious mental illness: A longitudinal perspective","year":2020,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Ottawa; Health Sciences Centre; University Health Network; Ottawa Public Health; University of Toronto; Hotchkiss Brain Institute; Mental Health Research Canada; Child, Adolescent and Family Mental Health; University of Calgary","funders":"Fondation Brain Canada","keywords":"Anhedonia; Psychiatry; Anxiety; Mania; Mental illness; Bipolar disorder; Depression (economics); Psychology; Schizophrenia (object-oriented programming); Clinical psychology; Distress; Prodrome; Cohort; Longitudinal study; Mental health; Psychosis; Suicidal ideation; Medicine; Poison control; Suicide prevention; Mood; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003012909,0.0002066499,0.000216663,0.001217403,0.0006785244,0.0007494429,0.000336497,0.00040124,0.0006336422],"category_scores_gemma":[0.00442603,0.0001654482,0.0003661099,0.0007972,0.0002600971,0.0009783286,0.000796566,0.0006323987,0.0001236188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005335212,"about_ca_system_score_gemma":0.0009744211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380358,"about_ca_topic_score_gemma":0.02316597,"domain_scores_codex":[0.9994957,0.0002462481,0.00004568106,0.00005200215,0.0000622154,0.00009813251],"domain_scores_gemma":[0.9983256,0.0002825026,0.0006677507,0.0000820569,0.0003594032,0.0002826608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006996698,0.00006842641,0.9932542,0.000009565572,0.00001176517,0.0000747972,0.0006934629,0.0000291045,0.0001317772,0.0000554513,0.0001886895,0.005412696],"study_design_scores_gemma":[0.00001025263,0.0004008934,0.9957064,0.0000639701,0.00002501013,0.000389647,0.001942683,0.0003869425,0.0001351358,0.0001093706,0.0008220109,0.000007682427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970306,0.0008267695,0.0005960301,0.0004248414,0.00001570714,0.00005865618,0.0004011263,0.000008987644,0.0006371806],"genre_scores_gemma":[0.9969887,0.000574693,0.001205376,0.00007997006,0.00002340752,0.00007405684,0.0008126656,0.000002458761,0.0002386429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380358,"threshold_uncertainty_score":0.02744645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04150854044209148,"score_gpt":0.3629915859631445,"score_spread":0.3214830455210531,"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."}}