{"id":"W112815597","doi":"10.1038/bjc.2012.120","title":"Occupational cancer in Britain","year":2012,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Medicine; Pathology; 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":[0.0005373683,0.0004357358,0.0005050717,0.002707433,0.002151818,0.001985597,0.0008878722,0.0009875096,0.1205579],"category_scores_gemma":[0.001763038,0.0002714508,0.0005385695,0.004262621,0.0006154672,0.0006586061,0.002027667,0.0007539647,0.02841699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849811,"about_ca_system_score_gemma":0.002384442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03500846,"about_ca_topic_score_gemma":0.0446907,"domain_scores_codex":[0.9990214,0.0001865935,0.00007977564,0.0001539008,0.0003126719,0.0002456885],"domain_scores_gemma":[0.9992865,0.00009359927,0.00007789414,0.00008766406,0.0002327442,0.0002216303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000322736,0.0002410369,0.1002983,0.001834416,0.00004855912,0.004046895,0.00874065,0.0001779975,0.001450999,0.01438425,0.4419142,0.4265399],"study_design_scores_gemma":[0.00001599706,0.000095205,0.1313546,0.0003383623,0.000009088177,0.001219901,0.003015898,0.0000395936,0.00008271507,0.0004738884,0.863342,0.00001273653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.149981,0.04873188,0.001043624,0.01689643,0.006661509,0.0004908828,0.02764332,0.0005833899,0.747968],"genre_scores_gemma":[0.2472518,0.02058734,0.0009745864,0.00375988,0.001040992,0.0002719526,0.01276012,0.0001801366,0.7131731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1205579,"threshold_uncertainty_score":0.4033064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441818071616447,"score_gpt":0.3190146540988092,"score_spread":0.3045964733826448,"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."}}