{"id":"W4400205729","doi":"10.21203/rs.3.rs-4536355/v1","title":"Smoking in patients with schizophrenia: Prevalence rate and connections with cognitive functions, psychiatric symptoms, and clinical and demographic characteristics","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Interior Health","funders":"","keywords":"Schizophrenia (object-oriented programming); Medicine; Psychiatry; Smoking cessation; Cognition; Population; Prevalence; Mental illness; Clinical psychology; Mental health; Environmental health","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":[0.0003824614,0.0002048842,0.0002909853,0.001169501,0.0004059915,0.0006474143,0.0002019341,0.0005252591,0.002429121],"category_scores_gemma":[0.001188239,0.0002982384,0.0003516541,0.0009622992,0.0002465084,0.0004529909,0.000388506,0.0004881844,0.0004625894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002287539,"about_ca_system_score_gemma":0.0002885927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005924202,"about_ca_topic_score_gemma":0.004672462,"domain_scores_codex":[0.9997738,0.00006400382,0.00003525489,0.00004600491,0.0000390674,0.00004186343],"domain_scores_gemma":[0.9993988,0.0001569026,0.0002028306,0.00004150559,0.00006944816,0.0001304831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007925363,0.00002593389,0.9989614,0.000003774001,0.00001667656,0.00004125756,0.00006102848,0.000007090721,0.0001615723,0.000007230311,0.0000256908,0.0006090555],"study_design_scores_gemma":[0.0000028337,0.00003914101,0.9993561,0.000002486599,0.00001234378,0.0002331819,0.0002227865,0.00004837083,0.00001713129,0.00001580615,0.00004726678,0.000002587136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991688,0.0002075606,0.00003878176,0.0000302648,0.000003373603,0.000002979819,0.0002363698,0.000002892599,0.0003091145],"genre_scores_gemma":[0.9993796,0.0001539413,0.00002727223,0.00001221346,0.000006926775,0.000003012901,0.0002341038,0.000001769906,0.0001810937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005924202,"threshold_uncertainty_score":0.01177943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513015502833514,"score_gpt":0.3715623597128691,"score_spread":0.3364322046845339,"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."}}