{"id":"W2065076628","doi":"10.1378/chest.118.3.840","title":"Living With Lung Cancer","year":2000,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Mediastinoscopy; Atelectasis; Chest radiograph; Bronchoscopy; Radiology; Lung cancer; Asymptomatic; Pulmonologist; Radiography; Biopsy; Lung; Cancer; Surgery; Intensive care medicine; Pathology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001215245,0.00008978099,0.0001397975,0.0004685299,0.001136326,0.0005984619,0.0001881397,0.0005494323,0.03382381],"category_scores_gemma":[0.001230122,0.00005466669,0.0002341506,0.0005141814,0.0002317562,0.0007369056,0.0006309082,0.0008631488,0.002805975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000288771,"about_ca_system_score_gemma":0.0009025412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003173094,"about_ca_topic_score_gemma":0.008415058,"domain_scores_codex":[0.9997938,0.00003016774,0.00001270579,0.00002299909,0.00005475649,0.00008557121],"domain_scores_gemma":[0.9993668,0.00006304718,0.00008463302,0.00002103005,0.00006804787,0.0003965613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001368687,0.0009532564,0.6606457,0.000204039,0.00006097382,0.004346111,0.00114458,0.00009996535,0.001037327,0.005148166,0.1746556,0.1515674],"study_design_scores_gemma":[0.00003354499,0.0003245583,0.7169444,0.0003647091,0.00006935964,0.0101246,0.003756437,0.0001473343,0.0002397329,0.002213618,0.2657622,0.00001957846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4073835,0.01029672,0.0003822688,0.05527617,0.003921279,0.0001200522,0.003816632,0.00005763277,0.5187458],"genre_scores_gemma":[0.8682262,0.0117443,0.0003059676,0.01803049,0.003758641,0.00008051341,0.00286572,0.00001460225,0.09497363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03382381,"threshold_uncertainty_score":0.113152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073482024058348,"score_gpt":0.2913696664683403,"score_spread":0.2806348462277568,"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."}}