{"id":"W4311304997","doi":"10.1101/2022.12.12.22283365","title":"Occupational exposure to insulating materials and risk of coronary artery diseases","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"GlaxoSmithKline; AstraZeneca","keywords":"Medicine; Coronary artery disease; Asbestos; Family history; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002702062,0.0003509461,0.0002351013,0.0006741645,0.0003683622,0.0006447223,0.0004237112,0.0003212867,0.003423807],"category_scores_gemma":[0.0006815049,0.0001829337,0.0002577524,0.0008846296,0.000285959,0.0001520741,0.0003098297,0.0003255513,0.0002776336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940982,"about_ca_system_score_gemma":0.0004468428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03128351,"about_ca_topic_score_gemma":0.04033862,"domain_scores_codex":[0.9997384,0.00004367045,0.00001546196,0.00005147036,0.00007494437,0.00007595125],"domain_scores_gemma":[0.9989246,0.0001244401,0.0004440657,0.00005497058,0.0001331851,0.0003188784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004601694,0.0000256021,0.9987314,0.000009374461,0.00003781787,0.00004025238,0.0000287822,0.0000234475,0.0002349889,0.000005620813,0.00003562047,0.0007809936],"study_design_scores_gemma":[8.216576e-7,0.00002422223,0.9997386,0.000004047396,0.00001030416,0.00004504318,0.00003481773,0.00004125317,0.00003562577,0.000005193036,0.00005935898,6.909667e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986064,0.0006624344,0.00005827029,0.00003027917,0.000005205639,0.000003978063,0.0001917286,0.000005454475,0.0004363525],"genre_scores_gemma":[0.9992439,0.0002312475,0.00005729484,0.000009553321,0.00001170543,0.000001975991,0.0001586379,9.314463e-7,0.0002847927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03128351,"threshold_uncertainty_score":0.06220281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701168906968096,"score_gpt":0.2688333625504811,"score_spread":0.2518216734808001,"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."}}