{"id":"W2096114203","doi":"10.1378/chest.08-0693","title":"Executive Summary","year":2008,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":291,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Clinical Practice; Myocardial infarction; Internal medicine; Cardiology; Family medicine","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":[0.00007640059,0.00005602015,0.0001065888,0.00005088561,0.0001218476,0.000006487933,0.00003529325,0.00003366487,0.0001762972],"category_scores_gemma":[0.00004755845,0.00004246447,0.00007357969,0.00006705424,0.00004684205,0.00007346429,0.000008865903,0.0002271462,0.00009077061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003220885,"about_ca_system_score_gemma":0.0001718085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001360137,"about_ca_topic_score_gemma":2.337483e-7,"domain_scores_codex":[0.9994985,0.00001109283,0.0001305436,0.0000597695,0.0001866504,0.0001134084],"domain_scores_gemma":[0.9996288,0.00002144577,0.00004631748,0.00006229392,0.00009870577,0.0001424235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003948215,0.0003720426,0.4900354,0.00004028331,0.0001448265,0.004121879,0.001291088,0.00000477869,0.008933133,0.0004039958,0.4832329,0.01102476],"study_design_scores_gemma":[0.001136105,0.0002486948,0.6481634,0.00006833942,0.00002355486,0.01314235,0.000109834,0.00001233333,0.004590387,0.0002452548,0.332174,0.00008574766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719103,0.001039374,0.0008754489,0.002762426,0.0003771825,0.00008034395,0.000002826616,0.00003217631,0.1229199],"genre_scores_gemma":[0.9815184,0.0002660807,0.002710037,0.0008649976,0.001210541,0.000001032687,0.000007466897,0.000009924676,0.01341155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1581279,"threshold_uncertainty_score":0.193033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026571151809181,"score_gpt":0.2756749054565632,"score_spread":0.2454091939384714,"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."}}