{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006549244,0.00241726,0.002549342,0.001633049,0.004223951,0.001153531,0.001371045,0.002137699,0.00865111],"category_scores_gemma":[0.006525618,0.001927955,0.001424025,0.001477957,0.001106624,0.001094082,0.001620754,0.001864238,0.005037755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747534,"about_ca_system_score_gemma":0.005492592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004115474,"about_ca_topic_score_gemma":0.004929099,"domain_scores_codex":[0.9962441,0.001872714,0.0005515537,0.0004865706,0.0003252448,0.000519833],"domain_scores_gemma":[0.9970267,0.0004768097,0.0003373644,0.0009013945,0.0007548842,0.0005028575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3124246,0.1122454,0.3782723,0.00432748,0.00110601,0.008931585,0.009079879,0.005958332,0.02761566,0.004493041,0.01819233,0.1173535],"study_design_scores_gemma":[0.1225064,0.2179421,0.5579286,0.0008333284,0.001125194,0.00328014,0.005203291,0.002941121,0.007159252,0.005317033,0.0752351,0.0005284984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2665146,0.0005115453,0.007060129,0.0003687393,0.0001341058,0.7157769,0.006729137,0.0001143356,0.002790553],"genre_scores_gemma":[0.1094271,0.0003233792,0.01074086,0.0004621184,0.0001002423,0.8722838,0.004911989,0.00001860968,0.001731949],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.00865111,"threshold_uncertainty_score":0.03463608,"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."}}