{"id":"W2562842059","doi":"10.1093/aje/kww159","title":"Inflammatory Cytokines and Lung Cancer Risk in 3 Prospective Studies","year":2016,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Cancer Society Research Institute","keywords":"Medicine; Lung cancer; Prospective cohort study; Cancer; Lung; Oncology; Internal medicine; Intensive care medicine; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01713212,0.0007614067,0.000961418,0.002809058,0.0009000521,0.0027453,0.0008999496,0.001396953,0.001525322],"category_scores_gemma":[0.02975285,0.0009682771,0.003321904,0.004535253,0.0006963046,0.0009255374,0.001800652,0.001218118,0.0002111154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004574203,"about_ca_system_score_gemma":0.0009481867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003050235,"about_ca_topic_score_gemma":0.004385683,"domain_scores_codex":[0.9836112,0.009518404,0.002486727,0.002431725,0.001500259,0.0004516139],"domain_scores_gemma":[0.9738784,0.01134181,0.008682132,0.00339133,0.00184532,0.0008609848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002851262,0.00005124936,0.9881836,0.0004609934,0.00345307,0.000199878,0.0001863009,0.0001385806,0.0004679062,0.00009102729,0.0000872359,0.00382898],"study_design_scores_gemma":[0.0004779149,0.001004389,0.9855441,0.0005012344,0.00746279,0.001267527,0.0003709568,0.0002948521,0.0004679008,0.0003576616,0.002203157,0.00004741571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306572,0.06259514,0.0027845,0.0002618394,0.00008457412,0.0003115948,0.001628364,0.00004042345,0.001636451],"genre_scores_gemma":[0.9860524,0.008661063,0.002127675,0.0003775697,0.00005905972,0.0004826687,0.001882938,0.00001988322,0.0003369252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01713212,"threshold_uncertainty_score":0.09060436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295318484932764,"score_gpt":0.3614890754322366,"score_spread":0.338535890582909,"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."}}