{"id":"W4367601725","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a6312","title":"Lung Cancer Screening to Detect and Treat Undiagnosed Cardiovascular Disease and Chronic Obstructive Pulmonary Disease. An Analysis of the Canadian McGill Lung Cancer Screening Pilot Program Cohort","year":2023,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Lung cancer; Lung cancer screening; Pulmonary disease; Cancer; Disease; Cohort; Lung disease; Internal medicine; Lung; Obstructive lung disease; Oncology; Physical therapy; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00183846,0.0009485742,0.0007535086,0.000991427,0.002189046,0.001082522,0.002558151,0.0008771518,0.001381707],"category_scores_gemma":[0.003085792,0.0007365756,0.001125369,0.003381939,0.0005053935,0.0004524812,0.001048225,0.001662348,0.0001950445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01279212,"about_ca_system_score_gemma":0.02518762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.981333,"about_ca_topic_score_gemma":0.9865312,"domain_scores_codex":[0.9982297,0.0002208588,0.00007015107,0.0002972391,0.0007308035,0.0004512804],"domain_scores_gemma":[0.9980019,0.0001506936,0.0003217217,0.0001611494,0.0007126831,0.000651997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006725537,0.0001851602,0.9875954,0.00005164323,0.0002137032,0.00008325369,0.0002122556,0.0001601488,0.0003343993,0.0001886471,0.006146991,0.004155912],"study_design_scores_gemma":[0.00005637293,0.00005357011,0.998724,0.00001596153,0.00007389348,0.00003143283,0.0001548083,0.0002926619,0.00002827395,0.00001564866,0.0005448941,0.000008396662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693474,0.00125964,0.0003652456,0.0009805617,0.00007325786,0.0004871584,0.02418532,0.00003699102,0.003264606],"genre_scores_gemma":[0.9868486,0.0007404498,0.0006079666,0.0004777749,0.0000352906,0.0001952473,0.009683385,0.00001345782,0.001397849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01866704,"threshold_uncertainty_score":0.09281379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382718620579737,"score_gpt":0.3171700588362301,"score_spread":0.2933428726304327,"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."}}