{"id":"W3083944999","doi":"10.1136/thoraxjnl-2020-215567","title":"Occupational exposures and IPF: when the dust unsettles","year":2020,"lang":"en","type":"article","venue":"Thorax","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Case fatality rate; Injury prevention; Poison control; Occupational safety and health; Population; Demography; Suicide prevention; Environmental health; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004276974,0.0004150276,0.0005503708,0.00195354,0.0007581247,0.003609227,0.0007783942,0.002359555,0.004410317],"category_scores_gemma":[0.02875174,0.0002764588,0.0006093,0.001606878,0.001390525,0.003492965,0.001225816,0.00130464,0.001115911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008831106,"about_ca_system_score_gemma":0.0005873353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00710302,"about_ca_topic_score_gemma":0.01253622,"domain_scores_codex":[0.9972863,0.0007816767,0.0003706177,0.0003748012,0.0008776599,0.0003090641],"domain_scores_gemma":[0.9902813,0.002062856,0.005085462,0.0006740304,0.001456533,0.00043971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004355439,0.00006436513,0.938562,0.0001989442,0.00007644467,0.0007843754,0.0007079115,0.00006801348,0.0004381738,0.0006343354,0.009108181,0.04892185],"study_design_scores_gemma":[0.0000218946,0.0003423699,0.9767943,0.0006540968,0.00008059586,0.002901678,0.004011494,0.0005326956,0.0005962001,0.002248944,0.0117783,0.00003749321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8638695,0.03219726,0.007206522,0.02848158,0.002379816,0.0003967025,0.002195023,0.0003065719,0.062967],"genre_scores_gemma":[0.986371,0.004140648,0.002315704,0.002585617,0.00137345,0.00006045207,0.0006054739,0.00003980409,0.00250782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00710302,"threshold_uncertainty_score":0.02261907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06199443678498848,"score_gpt":0.342994673766563,"score_spread":0.2810002369815745,"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."}}