{"id":"W6885941882","doi":"10.1371/journal.pone.0317688.s003","title":"Multivariate analysis without interaction term.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odds; Odds ratio; Multivariate analysis; Socioeconomic status; Logistic regression; Epidemiology; Multivariate statistics; Quality of life (healthcare)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01114471,0.003693467,0.00369547,0.004618189,0.001088436,0.002348655,0.005290405,0.002349775,0.1045465],"category_scores_gemma":[0.03706811,0.001241959,0.007210765,0.005335904,0.0009410106,0.003264961,0.002725519,0.006101609,0.01224501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222561,"about_ca_system_score_gemma":0.004684014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02733024,"about_ca_topic_score_gemma":0.013831,"domain_scores_codex":[0.9820654,0.00970063,0.0009223085,0.003128937,0.001790527,0.002392306],"domain_scores_gemma":[0.9751014,0.0186176,0.001252722,0.002532635,0.001721864,0.0007737782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02490903,0.003369588,0.343468,0.005935638,0.02869276,0.003160123,0.001868477,0.01851977,0.002199529,0.01187954,0.3986499,0.1573476],"study_design_scores_gemma":[0.003312872,0.009936376,0.424259,0.002401207,0.01147015,0.00277697,0.003439989,0.3533295,0.00218813,0.01201403,0.174185,0.0006867016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4677881,0.01124628,0.1506966,0.007168561,0.02410096,0.01061731,0.2507454,0.02269107,0.05494576],"genre_scores_gemma":[0.7652438,0.002125609,0.06602217,0.001833825,0.001865916,0.02095335,0.04126698,0.005920168,0.09476821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045465,"threshold_uncertainty_score":0.3497428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05333744616639974,"score_gpt":0.3836362684728407,"score_spread":0.330298822306441,"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."}}