{"id":"W4403865868","doi":"10.31557/apjcp.2024.25.10.3371","title":"Association of Non-Tobacco Products (NTP) with Oral, Esophageal, and Pharyngeal Cancer and Oral Potentially Malignant Disorders (OPMD) in Adults: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Asian Pacific Journal of Cancer Prevention","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Esophageal cancer; Dermatology; Oral Cancers; Cancer; Oncology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001766331,0.0003926206,0.004791907,0.000658893,0.00003693609,0.00006500212,0.00008293791,0.0001899399,0.00004562806],"category_scores_gemma":[0.0000665055,0.0002402563,0.000678138,0.001079905,0.00005094602,0.0002786421,0.00002650569,0.0004464007,2.258654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003033984,"about_ca_system_score_gemma":0.0004497745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001754383,"about_ca_topic_score_gemma":0.0006035988,"domain_scores_codex":[0.9967591,0.0004026802,0.001578479,0.000411801,0.000648448,0.0001994477],"domain_scores_gemma":[0.9966527,0.00003369166,0.002642417,0.00021937,0.000350959,0.0001008938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006683603,0.0001711117,0.003190197,0.8388884,0.07443219,0.00004213289,0.0003481191,9.273373e-7,0.000001040435,0.000003884327,0.0002422196,0.08261295],"study_design_scores_gemma":[0.0007378499,0.0003296386,0.001613189,0.1757433,0.8204105,0.0001126717,0.0001570699,0.000002497593,0.000001368728,0.00001460192,0.000675277,0.0002020233],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007091521,0.996014,0.00005090094,0.0007860758,0.000102873,0.002234356,0.00007646235,0.000006434346,0.0000197255],"genre_scores_gemma":[0.02105117,0.9777893,0.0001216331,0.00001900792,0.00004402291,0.000252265,0.00004618952,0.00003918823,0.000637226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7459783,"threshold_uncertainty_score":0.9797368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813947423676578,"score_gpt":0.351225675520341,"score_spread":0.3230862012835752,"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."}}