{"id":"W1552444819","doi":"10.5668/jehs.2009.35.2.071","title":"Health Effects of Environmental Asbestos Exposure","year":2009,"lang":"en","type":"article","venue":"Korean Journal of Environmental Health Sciences","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Environmental health; Mesothelioma; Medicine; Incidence (geometry); Public health; Environmental protection; Geography; 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":[0.0005782553,0.0002078594,0.0005662136,0.0001794345,0.0002426689,0.000009900255,0.0002080378,0.00004632914,0.0002488561],"category_scores_gemma":[0.00001702532,0.0001589471,0.0002155117,0.0001219057,0.0005968469,0.0002602618,0.00003503496,0.0002031967,0.00001920196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003729168,"about_ca_system_score_gemma":0.0002042283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001062,"about_ca_topic_score_gemma":8.883085e-7,"domain_scores_codex":[0.9972718,0.000110893,0.000864627,0.000253417,0.001095059,0.0004042114],"domain_scores_gemma":[0.9982979,0.00007730156,0.0008242217,0.0001654819,0.000002960098,0.0006321634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006695156,0.005637236,0.6919622,0.000412758,0.00008783049,0.0001236003,0.00119836,0.0001361506,0.02373324,0.0001554427,0.001703349,0.2741804],"study_design_scores_gemma":[0.001294206,0.01335022,0.9811691,0.000352755,0.00003379681,0.0003695971,0.0004330383,0.00001525092,0.002194742,0.0002027967,0.0004643945,0.0001200904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851161,0.01069846,0.00003855028,0.003314769,0.0001843526,0.00036449,0.00005648585,0.000007704641,0.0002190742],"genre_scores_gemma":[0.9924041,0.002444293,0.001970539,0.002922081,0.0001463685,0.000001424478,0.00001541344,0.00001055215,0.00008523497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2892069,"threshold_uncertainty_score":0.6481674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009083370824890778,"score_gpt":0.277625101361067,"score_spread":0.2685417305361762,"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."}}