{"id":"W4401407576","doi":"10.1001/jamapsychiatry.2024.2040","title":"Consistency of Delusion Themes Across First and Subsequent Episodes of Psychosis","year":2024,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Delusion; Psychosis; Psychology; Global Assessment of Functioning; Psychiatry; Clinical psychology; Observational study; Intervention (counseling); Schizophrenia (object-oriented programming); Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002788312,0.0001720563,0.0003104258,0.001327775,0.0008180119,0.001269316,0.0006162925,0.0002660902,0.001078988],"category_scores_gemma":[0.01467194,0.0002197276,0.0003947353,0.000934439,0.001087385,0.001117992,0.002012331,0.0004963443,0.0001186716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316924,"about_ca_system_score_gemma":0.001132783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173577,"about_ca_topic_score_gemma":0.02357225,"domain_scores_codex":[0.9985583,0.0005036622,0.000192374,0.0001750266,0.0003635698,0.0002070709],"domain_scores_gemma":[0.9930946,0.001689696,0.003195411,0.000426589,0.00118271,0.0004111068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001651839,0.0000239558,0.9784007,0.00005050852,0.00003530111,0.0001488174,0.01299909,0.00004578509,0.0007492956,0.00005752861,0.0001145271,0.007209225],"study_design_scores_gemma":[0.000003597354,0.00006030807,0.9908968,0.00003685581,0.00000866366,0.0003271579,0.008062157,0.00009458989,0.0001443565,0.00007975224,0.0002763131,0.000009428139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989304,0.000156562,0.000245036,0.00005693459,0.00000365513,0.00003513474,0.00017917,0.000005101586,0.000387972],"genre_scores_gemma":[0.9992709,0.00007251457,0.00021046,0.00001427607,0.000002707669,0.00003378998,0.0002738791,0.000002657633,0.0001187329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173577,"threshold_uncertainty_score":0.02333492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959436273283454,"score_gpt":0.3250929423371716,"score_spread":0.305498579604337,"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."}}