{"id":"W7117666488","doi":"10.1186/s12302-025-01319-y","title":"Asbestos burden in lung tissue from the general population: a systematic review","year":2025,"lang":"en","type":"article","venue":"Environmental Sciences Europe","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Chrysotile; Tremolite; Mesothelioma; Asbestosis; Lung; Population","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":[0.002644338,0.001094253,0.005660115,0.009607265,0.000394182,0.001872142,0.001322277,0.001266047,0.004488278],"category_scores_gemma":[0.01397475,0.0007663022,0.005915619,0.01271686,0.0005569686,0.001481806,0.0009527149,0.0005412212,0.0003564614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608783,"about_ca_system_score_gemma":0.005461805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009377973,"about_ca_topic_score_gemma":0.02200644,"domain_scores_codex":[0.9969926,0.0006048694,0.001453761,0.0003472338,0.0005110629,0.00009051197],"domain_scores_gemma":[0.9861324,0.009705813,0.002551779,0.0002137687,0.001246745,0.0001494422],"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":[0.0001720968,0.00001232947,0.002799664,0.9549736,0.009559184,0.0001443969,0.0001479766,0.00007630569,0.0001666182,0.0001005106,0.001674317,0.03017299],"study_design_scores_gemma":[0.0002700762,0.0002591377,0.02402123,0.836844,0.1094244,0.001285791,0.0004109602,0.00009577705,0.0002401485,0.0002818792,0.02680842,0.00005818608],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001835013,0.9965214,0.0000748367,0.0001104927,0.0000505864,0.00008517067,0.001105415,0.000005460217,0.0002117492],"genre_scores_gemma":[0.01450598,0.9841532,0.0002015707,0.0002431745,0.00004566787,0.0001760777,0.000587077,0.000003883146,0.00008333016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009607265,"threshold_uncertainty_score":0.01864678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029574682649342,"score_gpt":0.2786093030061054,"score_spread":0.2683135561796119,"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."}}