{"id":"W2766868876","doi":"10.71781/1578","title":"Occupational risk factors for pancreatic cancer in Montreal","year":2017,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pancreatic cancer; Medicine; Environmental health; Cancer; Internal medicine","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":[0.0004253174,0.0003010948,0.0001816553,0.001154626,0.001095852,0.00089811,0.000573404,0.0002702866,0.004952037],"category_scores_gemma":[0.001480358,0.0002565088,0.0004163081,0.002682483,0.0004533268,0.000254853,0.0006298064,0.0003908607,0.0002436774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008925056,"about_ca_system_score_gemma":0.009340201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9472126,"about_ca_topic_score_gemma":0.9504719,"domain_scores_codex":[0.9996141,0.0000467106,0.0000202521,0.00007341269,0.0001378073,0.0001078118],"domain_scores_gemma":[0.9995193,0.00004820929,0.0001488376,0.0000269852,0.0001620036,0.00009464881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004092629,0.00002192263,0.9883721,0.00006164498,0.00006050791,0.0001269448,0.0005514226,0.0001334822,0.0004131644,0.0001935895,0.001323938,0.008700267],"study_design_scores_gemma":[0.000003321672,0.00002078242,0.9973632,0.00001476371,0.00001786871,0.0000415961,0.0003592549,0.00007743366,0.0000527948,0.00002452268,0.002019656,0.000004801049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980537,0.003953225,0.0004249471,0.001183514,0.00003922583,0.0001196339,0.005427747,0.00003067674,0.008283998],"genre_scores_gemma":[0.9927315,0.00161802,0.0003899355,0.000134467,0.00001793169,0.00004460811,0.001501864,0.000006000231,0.003555635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05278736,"threshold_uncertainty_score":0.1061964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345487864128795,"score_gpt":0.3653989478420109,"score_spread":0.3308501614291314,"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."}}