{"id":"W2019505557","doi":"10.1097/rti.0000000000000118","title":"Qualitative and Quantitative Assessment of Smoking-related Lung Disease","year":2014,"lang":"en","type":"article","venue":"Journal of Thoracic Imaging","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University Health Centre","funders":"","keywords":"Medicine; Spirometry; Bronchiolitis; Lung; Respiratory disease; Radiology; Nuclear medicine; Airway; Bronchiolitis obliterans; Respiratory system; Internal medicine; Surgery; Lung transplantation; Asthma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002227067,0.0001092592,0.0003775024,0.0002708127,0.00004578645,0.00001903711,0.00006335598,0.00002516074,0.00002203537],"category_scores_gemma":[0.001438168,0.00008729094,0.0001113421,0.0001527582,0.0001063001,0.0002936386,0.00002257019,0.0003034652,6.772206e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000767977,"about_ca_system_score_gemma":0.000133394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003749316,"about_ca_topic_score_gemma":1.692816e-7,"domain_scores_codex":[0.9983976,0.0004374322,0.0005247859,0.0001061322,0.0004086621,0.0001253695],"domain_scores_gemma":[0.9977387,0.0007317339,0.0007764684,0.0001219841,0.0004421246,0.0001889787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001197446,0.0004826264,0.8881405,0.00194291,0.00108601,0.0003049401,0.02320436,0.0009099379,0.01599069,0.009919713,0.001713915,0.05510695],"study_design_scores_gemma":[0.003372831,0.0009361454,0.8028644,0.002984861,0.001575509,0.0003514067,0.007969607,0.172715,0.001825528,0.004656821,0.0004155425,0.000332394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664154,0.001987034,0.02596588,0.004270447,0.0002089275,0.0001548499,0.000003891469,0.00001221943,0.0009813407],"genre_scores_gemma":[0.9863118,0.0000331435,0.0133495,0.0001761457,0.0000572368,0.000001080703,0.000002478146,0.00001628137,0.00005234729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1718051,"threshold_uncertainty_score":0.3559622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691192047512739,"score_gpt":0.441959238944777,"score_spread":0.4250473184696495,"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."}}