{"id":"W2761594939","doi":"10.3917/spub.174.0509","title":"Cancers des voies respiratoires attribuables aux expositions professionnelles : quels coûts pour la société française ?","year":2017,"lang":"fr","type":"article","venue":"Santé Publique","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine; Gynecology; Humanities; Political science; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003805213,0.0003893421,0.0004360348,0.0001174471,0.002157273,0.0003071006,0.0004215863,0.0003356045,0.002925488],"category_scores_gemma":[0.0009921447,0.0003470708,0.0002479307,0.00009400287,0.001901229,0.001103031,0.0002876231,0.0003831687,0.0003093527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789279,"about_ca_system_score_gemma":0.002091411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004832233,"about_ca_topic_score_gemma":0.001523713,"domain_scores_codex":[0.9976403,0.0003081861,0.0004275577,0.0004923399,0.0004398724,0.0006918191],"domain_scores_gemma":[0.997866,0.0004682712,0.0002912393,0.0006880017,0.000186172,0.0005003226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008021976,0.001507743,0.6774848,0.001448667,0.0005324555,0.0003624655,0.002447567,0.0001012376,0.006104022,0.02249373,0.1731028,0.1136123],"study_design_scores_gemma":[0.001838422,0.0002163607,0.836733,0.003314186,0.0003192564,0.00003768939,0.002858376,0.0001940914,0.003547913,0.01088408,0.1395745,0.0004821685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.867261,0.07320627,0.0002301585,0.0227528,0.001564003,0.0007508795,0.001303819,0.0001287356,0.03280235],"genre_scores_gemma":[0.9583502,0.004335965,0.0005807654,0.001217121,0.001581344,0.0002191069,0.000164704,0.00006144937,0.03348934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1592482,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030425085733757,"score_gpt":0.3473038407571703,"score_spread":0.3168787550234133,"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."}}