{"id":"W4364352579","doi":"10.1148/radiol.230429","title":"Please Stop Smoking: 10-year Emphysema Progression in the COPDGene Study","year":2023,"lang":"en","type":"letter","venue":"Radiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; MEDLINE; COPD; Pulmonary disease; 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":[0.002941924,0.0003582219,0.0009488892,0.0005255202,0.001662206,0.001634848,0.0005810299,0.01124122,0.002271735],"category_scores_gemma":[0.009047608,0.0004187783,0.0006101319,0.0008386149,0.0005031662,0.001129622,0.0005530216,0.004884875,0.001516103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008326406,"about_ca_system_score_gemma":0.001509721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01453675,"about_ca_topic_score_gemma":0.02808446,"domain_scores_codex":[0.9986053,0.0006278091,0.0001835186,0.0001561422,0.0002258368,0.0002013778],"domain_scores_gemma":[0.9957733,0.001697289,0.0007288216,0.00025005,0.0005220693,0.001028504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00203331,0.0006557478,0.5556009,0.0001403061,0.0002867267,0.007009828,0.0008890249,0.00008972568,0.000858861,0.0008785476,0.4058366,0.02572039],"study_design_scores_gemma":[0.001087383,0.0009257144,0.8619328,0.0006650283,0.0004917933,0.007198479,0.002227427,0.0009336388,0.000372226,0.002650405,0.1213532,0.0001619422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2097689,0.006673926,0.0002238136,0.7489414,0.01038343,0.00007759237,0.005997436,0.00009344389,0.01784004],"genre_scores_gemma":[0.4833217,0.003786998,0.0006238457,0.4596178,0.02506479,0.0002715306,0.002017615,0.00008429101,0.02521148],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01453675,"threshold_uncertainty_score":0.02890426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04161544415741682,"score_gpt":0.3552134301668856,"score_spread":0.3135979860094688,"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."}}