{"id":"W3203887159","doi":"10.1093/schbul/sbab115","title":"Individualized Prediction of Prodromal Symptom Remission for Youth at Clinical High Risk for Psychosis","year":2021,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Prodrome; Psychosis; At risk mental state; Generalizability theory; Psychology; Predictive power; Psychiatry; Clinical psychology; Developmental psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001074683,0.0002985474,0.00077744,0.0001446685,0.0002600244,0.00002738917,0.0001503371,0.0003202885,0.0005847031],"category_scores_gemma":[0.002226702,0.0002438493,0.000630017,0.0002470395,0.0001333,0.00003042068,0.0001222048,0.0003074662,0.00005576319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275933,"about_ca_system_score_gemma":0.0004201506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004899257,"about_ca_topic_score_gemma":0.0000301229,"domain_scores_codex":[0.9968665,0.0002467856,0.000947156,0.0008323445,0.0005942516,0.0005130111],"domain_scores_gemma":[0.9972013,0.000697647,0.000365639,0.0007197485,0.0005593897,0.0004562968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4472458,0.005700138,0.2570652,0.001273274,0.003729951,0.00007856779,0.0006146478,0.000008961343,0.004976596,0.002440612,0.1294052,0.147461],"study_design_scores_gemma":[0.2049668,0.01203073,0.5902661,0.001603607,0.004639382,0.0001694813,0.0004336046,0.0004423323,0.08457392,0.005847127,0.09417482,0.0008520476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878537,0.0007470337,0.0006796992,0.004368231,0.0005806436,0.002452912,0.003043237,0.0001216208,0.000152925],"genre_scores_gemma":[0.8542671,0.0005806563,0.1387882,0.0001218264,0.0008876854,0.0006791873,0.002693655,0.00008718881,0.001894524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3332009,"threshold_uncertainty_score":0.9943886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368958114516328,"score_gpt":0.3322965614488723,"score_spread":0.288606980303709,"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."}}