{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001755381,0.0003814186,0.0002658599,0.0009376156,0.000703564,0.000543911,0.0004963964,0.0003585351,0.001416428],"category_scores_gemma":[0.004134506,0.0001614051,0.0003054794,0.0004930499,0.0003201087,0.0004982983,0.0009028905,0.0005001585,0.0002658032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005821282,"about_ca_system_score_gemma":0.001285039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005624641,"about_ca_topic_score_gemma":0.01390144,"domain_scores_codex":[0.9994445,0.00025705,0.00006520637,0.00004788065,0.00007400119,0.0001113393],"domain_scores_gemma":[0.998578,0.0001809291,0.0005294037,0.00007785895,0.0003118656,0.0003219777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003535073,0.0001415588,0.9792507,0.00004508616,0.000008143289,0.000118004,0.001750845,0.00009755965,0.00107153,0.0001296789,0.0007728382,0.01626066],"study_design_scores_gemma":[0.00005685112,0.0009251423,0.9938661,0.0000720798,0.00001077148,0.0004938879,0.002039718,0.0007983466,0.0004396416,0.0002032826,0.001084742,0.000009250302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997685,0.0001573226,0.0007920521,0.0001126063,0.00001314336,0.0004111272,0.0001534363,0.000009747736,0.0006655051],"genre_scores_gemma":[0.9945613,0.0001520307,0.003348406,0.0000450539,0.00001153322,0.0005448043,0.0008487183,0.000003667678,0.0004846024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005624641,"threshold_uncertainty_score":0.0111838,"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."}}