{"id":"W3092527912","doi":"10.1016/j.schres.2020.09.022","title":"Incorporating cortisol into the NAPLS2 individualized risk calculator for prediction of psychosis","year":2020,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Prodrome; Psychosis; Biomarker; Calculator; Psychology; Internal medicine; Medicine; Clinical psychology; Psychiatry; Biology","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":[0.0004752484,0.0001533008,0.0002362396,0.000154632,0.0007507342,0.0001131232,0.0007540272,0.000103809,0.00006732305],"category_scores_gemma":[0.006359592,0.000110288,0.0001510171,0.001234698,0.0004382381,0.0001418335,0.0002771613,0.0005981995,0.00003677973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000361243,"about_ca_system_score_gemma":0.0001972761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002140768,"about_ca_topic_score_gemma":0.00005254874,"domain_scores_codex":[0.9964999,0.0008921433,0.0004825169,0.0005749465,0.001118866,0.0004316497],"domain_scores_gemma":[0.9972165,0.001655844,0.0002423019,0.0004543077,0.0002276675,0.0002033618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01303686,0.0001732992,0.01890328,0.0001774489,0.0000633688,0.00001099681,0.004487219,0.000127635,0.7343655,0.009901402,0.006319198,0.2124338],"study_design_scores_gemma":[0.01076081,0.005311518,0.05012731,0.0002010618,0.0001076185,0.00001364487,0.001590527,0.08051698,0.813338,0.01889597,0.01853153,0.0006050743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929299,0.0002414683,0.001807902,0.002691958,0.0001774421,0.001362011,0.000496902,0.00008076795,0.0002116604],"genre_scores_gemma":[0.997072,0.0003165024,0.001591073,0.0001862029,0.0003054947,0.0004198611,0.000009184431,0.00003406899,0.0000655795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2118287,"threshold_uncertainty_score":0.7613485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202691565181387,"score_gpt":0.3744366761554555,"score_spread":0.2541675196373168,"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."}}