{"id":"W4237175289","doi":"10.31219/osf.io/32dmr","title":"INTEGRATION OF COMPLEMENTARY BIOMARKERS IN PATIENTS WITH FIRST EPISODE PSYCHOSIS: RESEARCH PROTOCOL OF A PROSPECTIVE FOLLOW UP STUDY","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Neurocognitive; Medicine; Psychosis; Schizophrenia (object-oriented programming); Psychopathology; Internal medicine; Positive and Negative Syndrome Scale; Psychiatry; Clinical psychology; Cognition","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":[0.00664109,0.002343361,0.002498336,0.001394548,0.003825948,0.001133667,0.001334677,0.002014518,0.01005401],"category_scores_gemma":[0.006902753,0.001778092,0.001269844,0.001386064,0.001099723,0.001087244,0.001734613,0.001644353,0.006012392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612877,"about_ca_system_score_gemma":0.005131281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003639445,"about_ca_topic_score_gemma":0.003901557,"domain_scores_codex":[0.9967225,0.001603681,0.0004710489,0.000471797,0.0002871742,0.0004438565],"domain_scores_gemma":[0.9970264,0.0004875701,0.0002896636,0.0009863804,0.0007417014,0.0004683874],"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":[0.3707508,0.09843631,0.3117239,0.004650811,0.001142318,0.009876973,0.009455879,0.007133421,0.02662687,0.006084764,0.02420838,0.1299096],"study_design_scores_gemma":[0.1441903,0.2042782,0.513885,0.0009296755,0.001293462,0.004099279,0.005244784,0.003906456,0.008728447,0.00834168,0.1045079,0.0005948096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2727793,0.000530773,0.01060106,0.000425844,0.0001664078,0.7022208,0.009759243,0.0001710633,0.003345488],"genre_scores_gemma":[0.1020993,0.0003092194,0.01276374,0.0004226983,0.0001084823,0.8757048,0.006302876,0.00002778884,0.002261152],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01005401,"threshold_uncertainty_score":0.03512186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090289910044852,"score_gpt":0.3850833224780906,"score_spread":0.2760543314736054,"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."}}