{"id":"W2785234253","doi":"10.2172/1416379","title":"4th Quarter CY17 Asbestos Report","year":2018,"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; Archaeology; Materials science; 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":[0.0006551367,0.0008737427,0.0003615642,0.003121193,0.0007521875,0.002018337,0.0008184013,0.00108991,0.09495301],"category_scores_gemma":[0.00189609,0.0002178803,0.0004529546,0.002132453,0.0002112707,0.000701103,0.001014185,0.001036454,0.07765863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001570681,"about_ca_system_score_gemma":0.004796601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03254907,"about_ca_topic_score_gemma":0.03887877,"domain_scores_codex":[0.9986172,0.00007230022,0.00006696154,0.00006774298,0.0009906299,0.0001852095],"domain_scores_gemma":[0.9979478,0.0001233833,0.0002278165,0.00008117079,0.00135893,0.0002608972],"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":[0.00004195826,0.00003319068,0.002361707,0.00009254137,0.000003987812,0.00005879506,0.00001404973,0.00003272226,0.0001301909,0.0002283886,0.9878271,0.009175337],"study_design_scores_gemma":[0.00001662298,0.00003570928,0.01803227,0.0002232128,0.000008856851,0.0001042115,0.000133707,0.00006843199,0.0005298664,0.0001606675,0.9806771,0.000009339644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009883592,0.005843706,0.0006707766,0.01745182,0.02159074,0.0009263093,0.3628598,0.001704997,0.5790682],"genre_scores_gemma":[0.0152877,0.009920718,0.0009531704,0.003527445,0.00349175,0.0006145919,0.2115962,0.0005628988,0.7540455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09495301,"threshold_uncertainty_score":0.3176494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256713507631975,"score_gpt":0.3303488558749678,"score_spread":0.2977817207986481,"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."}}