{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002714142,0.00004426084,0.00008858795,0.000009197903,0.00006797208,0.00000384148,0.00003051604,0.00004806364,0.0003844138],"category_scores_gemma":[0.0002177745,0.00002699354,0.00002558199,0.00002920103,0.00006554224,0.00002582001,0.00001728972,0.0001068177,0.00005611533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003221795,"about_ca_system_score_gemma":0.00002258143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008382559,"about_ca_topic_score_gemma":0.000003022015,"domain_scores_codex":[0.9995958,0.0001040238,0.00009348496,0.00008660833,0.00005345656,0.00006657679],"domain_scores_gemma":[0.9997124,0.0001286851,0.00002802425,0.00007034651,0.00001887231,0.00004165619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001351323,0.00004092352,0.590002,0.00009998211,0.0001306849,0.00002090329,0.002766935,0.000004981614,0.004247553,0.01999542,0.350565,0.03077432],"study_design_scores_gemma":[0.0003655698,0.0002395741,0.9187034,0.00002445836,0.00008643261,0.0000311582,0.0001423967,0.0002290283,0.0008403834,0.006964346,0.07230702,0.0000662477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278123,0.001126585,0.001262699,0.06406984,0.0001062206,0.0002018465,0.00001623448,0.00004912749,0.005355101],"genre_scores_gemma":[0.9904193,0.00003442288,0.0007955486,0.007700353,0.000305297,0.000006035204,0.00003960279,0.000004011083,0.0006954374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287014,"threshold_uncertainty_score":0.4209062,"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."}}