{"id":"W3000113062","doi":"10.1111/eip.12914","title":"Selection for psychosocial treatment for youth at clinical high risk for psychosis based on the North American Prodrome Longitudinal Study individualized risk calculator","year":2020,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health; National Institutes of Health; International Mental Health Research Organization","keywords":"Psychosocial; Prodrome; Psychosis; Randomized controlled trial; Medicine; Clinical psychology; Psychology; Psychiatry; Internal medicine","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":[0.002693149,0.0003610876,0.0004982919,0.0007383502,0.0007464553,0.0003910601,0.0004566046,0.000428411,0.001858375],"category_scores_gemma":[0.004510107,0.0002435236,0.0006896717,0.0004834933,0.0002997215,0.0003829611,0.0006301134,0.0005510122,0.0001810096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005788156,"about_ca_system_score_gemma":0.001115888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336607,"about_ca_topic_score_gemma":0.009749045,"domain_scores_codex":[0.9980008,0.001225576,0.0001754553,0.0002289401,0.0002629442,0.0001062685],"domain_scores_gemma":[0.9984787,0.0003188206,0.0006416726,0.0001273945,0.000140948,0.0002924984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01032999,0.002124367,0.9385093,0.0001497648,0.0002221808,0.0001709282,0.0005445774,0.0003117588,0.001509558,0.0001171465,0.001521691,0.04448873],"study_design_scores_gemma":[0.001646056,0.005455567,0.989572,0.00007053916,0.0001468712,0.0002184571,0.0003577931,0.001095787,0.0005533355,0.0001750907,0.0006914366,0.00001712819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99665,0.0002160318,0.0006667444,0.0002021991,0.00001841175,0.001174492,0.000503825,0.00002323579,0.0005451192],"genre_scores_gemma":[0.9946796,0.0001490894,0.00214483,0.0001307484,0.00001736434,0.00185594,0.0007318401,0.000004289761,0.0002863746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00336607,"threshold_uncertainty_score":0.01424289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07646488630039348,"score_gpt":0.3971959895187083,"score_spread":0.3207311032183148,"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."}}