{"id":"W4388594989","doi":"10.1016/j.dialog.2023.100158","title":"Banning asbestos in talcum powder: Time for action in India","year":2023,"lang":"en","type":"article","venue":"Dialogues in Health","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Talc; Mesothelioma; Discontinuation; Medicine; Liberian dollar; Business; Environmental health; Toxicology; Surgery; Finance; Pathology","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":[0.0003000457,0.00007173829,0.0001801914,0.0002876243,0.00002504082,0.000003461355,0.00003000181,0.00005078268,0.00002901903],"category_scores_gemma":[0.00009830221,0.00007218349,0.00003022974,0.0003014603,0.00002737925,0.00006608445,0.00001802289,0.00009992014,0.0001323147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002852279,"about_ca_system_score_gemma":0.00009450133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003965568,"about_ca_topic_score_gemma":0.0001418004,"domain_scores_codex":[0.9991626,0.00004040455,0.0002612954,0.0001704705,0.0001166833,0.0002486196],"domain_scores_gemma":[0.9996857,0.0001139985,0.00004368317,0.00007694912,0.00000368142,0.00007599795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002439603,0.0002008138,0.9897847,0.0002679013,0.000003185663,0.00002381906,0.0005282394,0.0002108629,0.00018309,0.00009945372,0.001177953,0.007276028],"study_design_scores_gemma":[0.0009755284,0.0001870402,0.9956137,0.0002004543,0.000002056687,0.000001576935,0.0001292544,0.001043078,0.00003727914,0.0004716038,0.001278602,0.00005982793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975924,0.0002193683,0.000004075171,0.001103358,0.0001318146,0.0005640104,0.00004633886,0.00003872013,0.0002999334],"genre_scores_gemma":[0.9972554,0.0002177673,0.0001043342,0.0008310282,0.0001005682,0.0001159336,0.001144639,0.00001345086,0.0002168787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007216201,"threshold_uncertainty_score":0.2943557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05135307321894236,"score_gpt":0.3532762645515249,"score_spread":0.3019231913325826,"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."}}