{"id":"W2076271971","doi":"10.1378/chest.10-3229","title":"The Relationship Between Emphysema on CT Scan and Lung Cancer","year":2011,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Lung cancer; COPD; Lung; Lung cancer screening; Radiology; Radiography; Prospective cohort study; Odds ratio; Pulmonary emphysema; 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":[0.001725384,0.0004578014,0.00109383,0.0007750926,0.001868259,0.001451238,0.001058749,0.01894084,0.00558816],"category_scores_gemma":[0.01925917,0.0006672929,0.0008373553,0.0008940661,0.001455302,0.002639342,0.0006128271,0.01793949,0.001983639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622888,"about_ca_system_score_gemma":0.001155731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003888789,"about_ca_topic_score_gemma":0.006136344,"domain_scores_codex":[0.9986511,0.0005545592,0.0002510957,0.0001565743,0.0002363418,0.0001503925],"domain_scores_gemma":[0.9912506,0.006406195,0.0005577084,0.0002805487,0.000812351,0.0006924819],"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":[0.0009645869,0.0006865929,0.121727,0.0005097744,0.0002887605,0.2178346,0.001317904,0.0005572403,0.001690766,0.00980061,0.592716,0.05190624],"study_design_scores_gemma":[0.0009305301,0.001226079,0.08988829,0.00152464,0.0006997684,0.430149,0.003939732,0.006912357,0.001151539,0.02619835,0.4370841,0.0002957054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01660864,0.002941143,0.0002249673,0.9604851,0.01018479,0.00002342351,0.00009310759,0.0000226075,0.009416232],"genre_scores_gemma":[0.2085153,0.007221324,0.001184536,0.6246276,0.1435939,0.00007935936,0.0001635503,0.00004273574,0.01457164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01894084,"threshold_uncertainty_score":0.01869428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06748472648561667,"score_gpt":0.3476421755390722,"score_spread":0.2801574490534556,"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."}}