{"id":"W4416827751","doi":"10.70070/v7ktep97","title":"Association of Cigarette Smoking and Vaginal Cancer Risk: A Comprehensive Systematic Review and Quantitative Synthesis of Epidemiological Evidence","year":2025,"lang":"","type":"article","venue":"The International Journal of Medical Science and Health Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Epidemiology; Odds ratio; Cohort study; Etiology; Systematic review; Cancer; Prospective cohort study; HPV infection","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":[0.03682872,0.002278496,0.01350721,0.01950653,0.0007563052,0.004274379,0.00280772,0.002406877,0.004102311],"category_scores_gemma":[0.1311619,0.00170036,0.01571265,0.01692961,0.00154219,0.002783423,0.002778198,0.001508567,0.0003318407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005593452,"about_ca_system_score_gemma":0.01713387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080188,"about_ca_topic_score_gemma":0.02244947,"domain_scores_codex":[0.9547763,0.01786653,0.01791472,0.003209725,0.005476364,0.0007563338],"domain_scores_gemma":[0.9021561,0.07271715,0.01549119,0.00233083,0.006792163,0.0005126497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001649099,0.00001052254,0.001642167,0.9522346,0.03456708,0.00006101773,0.0001719982,0.0001781117,0.0001027232,0.0002592708,0.000569312,0.01003826],"study_design_scores_gemma":[0.0003011249,0.0001821206,0.006991846,0.7066194,0.2747244,0.00020529,0.0003193182,0.0002066651,0.0002122671,0.0008179267,0.009357106,0.00006254994],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003500141,0.9887977,0.001379907,0.0005511657,0.000201443,0.001955657,0.003262541,0.00003111021,0.000320283],"genre_scores_gemma":[0.08973693,0.8896255,0.007861376,0.00138922,0.0001979135,0.008428099,0.002488164,0.00003267378,0.0002400576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03682872,"threshold_uncertainty_score":0.1947712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3750321383264477,"score_gpt":0.5956749011638265,"score_spread":0.2206427628373788,"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."}}