{"id":"W4416829695","doi":"10.2196/84231","title":"Women’s Occupational Tobacco Dust Exposure in Indonesia (T-CHARM): Protocol for a Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prospective cohort study; Protocol (science); Cohort study; Occupational exposure; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02613376,0.002984608,0.002903903,0.002348881,0.003140983,0.001553303,0.00240167,0.003128368,0.03094204],"category_scores_gemma":[0.01746858,0.001872121,0.001991535,0.002290554,0.001173814,0.001552506,0.001563941,0.002961164,0.00880941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003369149,"about_ca_system_score_gemma":0.01356034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739267,"about_ca_topic_score_gemma":0.005531644,"domain_scores_codex":[0.9866368,0.007896511,0.002225063,0.001263645,0.0009804362,0.000997544],"domain_scores_gemma":[0.9900514,0.001724118,0.001438768,0.002112809,0.003549995,0.001122782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1871412,0.03468256,0.0531442,0.039464,0.001895684,0.00396092,0.007278159,0.009031766,0.01409117,0.02217104,0.4032447,0.2238946],"study_design_scores_gemma":[0.1037911,0.0377677,0.1386069,0.01633646,0.001130488,0.001411587,0.004253638,0.007733219,0.005351753,0.01261066,0.6702483,0.0007583417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003202253,0.0002477668,0.003720543,0.0003068008,0.0002661706,0.9843234,0.006055868,0.0001111369,0.001765991],"genre_scores_gemma":[0.001978274,0.0001221234,0.003272567,0.0001821818,0.00004177123,0.9930632,0.0009518183,0.000005492764,0.0003826047],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03094204,"threshold_uncertainty_score":0.1382102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135868416802912,"score_gpt":0.5249506034745302,"score_spread":0.3890821866716181,"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."}}