{"id":"W2956952107","doi":"10.24869/psyd.2019.162","title":"INTEGRATION OF COMPLEMENTARY BIOMARKERS IN PATIENTS WITH FIRST EPISODE PSYCHOSIS: RESEARCH PROTOCOL OF A PROSPECTIVE FOLLOW UP STUDY","year":2019,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"European Regional Development Fund; Hrvatska Zaklada za Znanost; European Commission","keywords":"Neurocognitive; Medicine; Psychopathology; Psychosis; Schizophrenia (object-oriented programming); Positive and Negative Syndrome Scale; Internal medicine; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008680377,0.0001931475,0.0004703605,0.0006827214,0.00006011081,0.00001167779,0.0001844928,0.00004999266,0.0001628588],"category_scores_gemma":[0.00007876928,0.0001331561,0.00009174415,0.001173695,0.0001000034,0.0001078142,0.00006313741,0.000275583,0.00002242322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426883,"about_ca_system_score_gemma":0.0001767944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371826,"about_ca_topic_score_gemma":0.01135331,"domain_scores_codex":[0.9971904,0.0002565566,0.0005531113,0.0004740162,0.001153884,0.0003720673],"domain_scores_gemma":[0.9984991,0.0001233444,0.0001799287,0.0006215554,0.0004753876,0.0001006665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1069563,0.0071136,0.8821688,0.0002568521,0.0004921454,0.000002714967,0.0008297846,7.095769e-7,0.00004352198,0.0001438339,0.000700694,0.001291032],"study_design_scores_gemma":[0.07087211,0.0199124,0.9059013,0.0004439328,0.00005883529,6.11159e-7,0.001823814,0.00002407228,0.0003774061,0.000434913,0.00005039696,0.000100247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8466657,0.00001725752,0.000004920005,0.0003525642,0.00008541894,0.1522687,0.00003495831,0.00001222217,0.0005583107],"genre_scores_gemma":[0.9555745,0.000001432242,0.001974625,0.000005508474,0.00001848939,0.04229841,0.00005274294,0.00002480612,0.00004948359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099703,"threshold_uncertainty_score":0.6335413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549507233092025,"score_gpt":0.373529088713204,"score_spread":0.3380340163822838,"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."}}