{"id":"W2149544100","doi":"10.1016/j.schres.2006.03.008","title":"Optimization of a multinomial model for investigating hallucinations and delusions with source monitoring","year":2006,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; Riverview Hospital; Simon Fraser University","funders":"","keywords":"Multinomial distribution; Psychology; Schizophrenia (object-oriented programming); Cognition; Cognitive psychology; Rank (graph theory); Psychosis; Clinical psychology; Psychiatry; Statistics","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":[0.01153505,0.001588224,0.002423177,0.001129032,0.00107213,0.002202405,0.004081476,0.003300309,0.004790075],"category_scores_gemma":[0.02905158,0.001783979,0.00211711,0.001021921,0.001880793,0.002893601,0.002908706,0.003016174,0.0009701174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818213,"about_ca_system_score_gemma":0.002640607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01592615,"about_ca_topic_score_gemma":0.01282985,"domain_scores_codex":[0.9969807,0.001870527,0.0001383469,0.0004940123,0.0002473955,0.0002689712],"domain_scores_gemma":[0.9732057,0.02256788,0.001212746,0.0008265986,0.001624717,0.0005624655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004064324,0.0001174023,0.002494043,0.00006267356,0.00007586584,0.0001101064,0.00008765044,0.9677182,0.0006480744,0.01039894,0.0007438938,0.01713676],"study_design_scores_gemma":[0.00001678474,0.00001139177,0.0001059273,0.000003293054,0.000007438337,0.000006662113,0.000007075428,0.9978607,0.0001037244,0.001811117,0.00006039299,0.000005474213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04863824,0.0001376279,0.9490987,0.0005552155,0.00005290918,0.0001055667,0.0002491496,0.0004821308,0.0006804985],"genre_scores_gemma":[0.7135404,0.0002221194,0.2750257,0.0002434853,0.000191402,0.0005965376,0.001332505,0.0004072835,0.008440679],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01592615,"threshold_uncertainty_score":0.06100392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07456988154905476,"score_gpt":0.3610038063384674,"score_spread":0.2864339247894127,"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."}}