{"id":"W4399899102","doi":"10.1016/j.psychres.2024.116037","title":"Glycocalyx shedding patterns identifies antipsychotic-naïve patients with first-episode psychosis","year":2024,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada; University of Toronto; Centre for Addiction and Mental Health","funders":"Novo Nordisk Fonden","keywords":"Drug-naïve; Internal medicine; Medicine; Psychosis; Glycocalyx; Antipsychotic; Neuroinflammation; Schizophrenia (object-oriented programming); Psychology; Inflammation; Psychiatry; Immunology","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":[0.0001393529,0.0002341662,0.000283928,0.0005592537,0.0003317141,0.0006010944,0.0001954567,0.0004144988,0.002013142],"category_scores_gemma":[0.001070146,0.000139738,0.0002086731,0.0004464811,0.0002422968,0.0004626122,0.0003123349,0.0003576379,0.0001591031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002563,"about_ca_system_score_gemma":0.000181022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002930635,"about_ca_topic_score_gemma":0.006157761,"domain_scores_codex":[0.9999017,0.00001714896,0.00001122813,0.00002242661,0.00001740739,0.00003020658],"domain_scores_gemma":[0.9996156,0.00009015404,0.0001737776,0.00001836898,0.00003576448,0.00006637222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00176322,0.00007626475,0.9623371,0.00005132116,0.0001415954,0.002065123,0.0003526354,0.0001841459,0.01948802,0.0001623164,0.0003094044,0.01306892],"study_design_scores_gemma":[0.00001418716,0.0001344068,0.9953746,0.00001274112,0.00003721369,0.002228422,0.0004668936,0.0006289334,0.0006506882,0.0002706276,0.0001741301,0.000007132243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990547,0.0001524744,0.00007942288,0.00006180866,0.000003503125,0.000003835762,0.00008608997,0.000002988343,0.0005551356],"genre_scores_gemma":[0.9996544,0.00008971154,0.00006359117,0.00001669969,0.000004808555,0.000001801072,0.00007936852,0.00000181806,0.00008779299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002930635,"threshold_uncertainty_score":0.006734669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05867259624418918,"score_gpt":0.3544485278471191,"score_spread":0.2957759316029299,"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."}}