{"id":"W2797038927","doi":"10.2172/1416376","title":"CY2017 Quarter 1 Asbestos Report","year":2017,"lang":"en","type":"report","venue":"","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Quarter (Canadian coin); Geography; Materials science; Archaeology; Metallurgy","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":[0.0009222777,0.001101103,0.0006852494,0.003062797,0.001409635,0.00208938,0.001085012,0.001884356,0.2880098],"category_scores_gemma":[0.002406196,0.0002505109,0.0004712869,0.002105813,0.0003697324,0.0006278091,0.001538706,0.001194241,0.1758561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001856606,"about_ca_system_score_gemma":0.005655372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02511717,"about_ca_topic_score_gemma":0.0308935,"domain_scores_codex":[0.9984223,0.0001109129,0.00007738752,0.00009750881,0.001054366,0.0002375921],"domain_scores_gemma":[0.9976209,0.0001889776,0.0001454949,0.0001152878,0.001562269,0.0003670512],"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":[0.0002288887,0.0001214375,0.003259611,0.0002595386,0.00001353525,0.0003686428,0.00002467224,0.00009396757,0.0005322663,0.0005904399,0.9778876,0.01661937],"study_design_scores_gemma":[0.00004587943,0.0001097652,0.01118919,0.0002304002,0.00001406161,0.0003233973,0.0001741084,0.0001334566,0.001541311,0.0003467486,0.9858792,0.00001247701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.008327504,0.004231784,0.0006739096,0.009462832,0.01323358,0.001478074,0.2334031,0.001154374,0.7280349],"genre_scores_gemma":[0.01552825,0.00449892,0.0003759469,0.001262781,0.002166781,0.0004124006,0.09873138,0.0003133947,0.8767101],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2880098,"threshold_uncertainty_score":0.9634886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04858768553450214,"score_gpt":0.3596931166306728,"score_spread":0.3111054310961706,"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."}}