{"id":"W4391776694","doi":"10.2139/ssrn.4693340","title":"Sociodemographic and Clinical Correlates of Hallucinations in Patients Entering an Early Intervention Program for First Episode Psychosis","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Psychosis; Intervention (counseling); Psychology; Early psychosis; Psychiatry; Clinical psychology","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":[0.0002467482,0.0001811773,0.0003110058,0.0006965612,0.0007705328,0.0008185664,0.000241389,0.0005631974,0.002789102],"category_scores_gemma":[0.002657409,0.0002537704,0.00032655,0.0006714647,0.0003776732,0.00064884,0.0005075611,0.001034211,0.0002583439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004748799,"about_ca_system_score_gemma":0.0006185339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006858495,"about_ca_topic_score_gemma":0.008805251,"domain_scores_codex":[0.9997316,0.0000696255,0.0000326968,0.00002921621,0.00003888288,0.00009798974],"domain_scores_gemma":[0.9983258,0.000418009,0.0005635956,0.0000380297,0.0001187969,0.0005357942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000222582,0.0002949643,0.9980739,0.000006775312,0.00001482675,0.0001447786,0.0002286556,0.00002068369,0.0001819796,0.00001265389,0.00005575657,0.0007422525],"study_design_scores_gemma":[0.000008781141,0.0002243131,0.9981907,0.000004409766,0.000009452043,0.0001743547,0.001226009,0.00006417204,0.00003438205,0.00001789312,0.00004141962,0.000004123782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995529,0.00004001291,0.000009750865,0.00004333905,0.000003559502,0.000006613924,0.00008451778,0.000001124765,0.0002582581],"genre_scores_gemma":[0.9997376,0.00004315411,0.00001263916,0.0000265627,0.000004978852,0.00000477998,0.00008214875,6.46652e-7,0.00008745232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006858495,"threshold_uncertainty_score":0.01363713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594386354903281,"score_gpt":0.3454466325732328,"score_spread":0.3295027690242,"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."}}