{"id":"W2004298772","doi":"10.1016/j.lungcan.2011.09.003","title":"Lung cancer histologies associated with emphysema on computed tomography","year":2011,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Jewish General Hospital","keywords":"Medicine; Lung cancer; COPD; Adenocarcinoma; Odds ratio; Internal medicine; Squamous carcinoma; Lung cancer screening; Pulmonology; Small-cell carcinoma; Cancer; Radiology; Carcinoma; Oncology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003709387,0.0003420124,0.0003079244,0.001805617,0.0006073548,0.0005641967,0.0003279693,0.0004832444,0.004400414],"category_scores_gemma":[0.001786286,0.0002206211,0.000287004,0.0009770436,0.0006388504,0.0004950648,0.0003697049,0.0003989175,0.000493744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003541491,"about_ca_system_score_gemma":0.0003894635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106887,"about_ca_topic_score_gemma":0.002392501,"domain_scores_codex":[0.9996772,0.00006643376,0.00005287582,0.00003156923,0.00008376913,0.00008815188],"domain_scores_gemma":[0.9989761,0.0003172995,0.0003269608,0.00009332264,0.0001323547,0.0001539915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002121828,0.00003706635,0.9634014,0.0000478504,0.00003174004,0.02888875,0.00005820421,0.00007731688,0.003177769,0.0002720814,0.0003246472,0.003470865],"study_design_scores_gemma":[0.00002115019,0.0001075406,0.8237954,0.00004200879,0.00008566311,0.1705489,0.000393056,0.000448521,0.002272333,0.0004506891,0.001822869,0.00001190063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968169,0.004005229,0.0007791212,0.0004087743,0.00009345785,0.00008109622,0.0002878661,0.00003133101,0.02614413],"genre_scores_gemma":[0.9981467,0.0006273003,0.0002862009,0.00007777629,0.0001002332,0.000006515396,0.0001291318,0.000003650932,0.0006224934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004400414,"threshold_uncertainty_score":0.0147208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294414448035139,"score_gpt":0.2986504522530765,"score_spread":0.2757063077727251,"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."}}