{"id":"W4210847565","doi":"10.1111/resp.14223","title":"Chest <scp>CT</scp>‐assessed comorbidities and all‐cause mortality risk in <scp>COPD</scp> patients in the <scp>BODE</scp> cohort","year":2022,"lang":"en","type":"article","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; COPD; Cohort; BODE index; Internal medicine; Cardiology","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":[0.0007432367,0.0003158838,0.0004557134,0.0007074971,0.0004289608,0.0008988159,0.000341915,0.0006666899,0.0017864],"category_scores_gemma":[0.001870774,0.0003424929,0.000835444,0.0007400911,0.0003296998,0.0005062756,0.0006711109,0.0009146698,0.0002631756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003628539,"about_ca_system_score_gemma":0.0003874811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102955,"about_ca_topic_score_gemma":0.009978006,"domain_scores_codex":[0.9996496,0.00007065096,0.00002806752,0.00009580952,0.00006714926,0.00008870299],"domain_scores_gemma":[0.9987578,0.0002165729,0.0004134378,0.0001105621,0.0001015465,0.0004001425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001324262,0.0000111353,0.9993894,0.000002431546,0.00003287267,0.00004962281,0.00001394655,0.00002585423,0.00006728247,0.000004011458,0.00004357053,0.0002274327],"study_design_scores_gemma":[0.000006097332,0.00004672378,0.9994412,0.000002860754,0.00002596293,0.000160618,0.00005994739,0.0001904677,0.00001554851,0.000007525224,0.00004106375,0.00000184473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993881,0.0001253112,0.00002784659,0.00003963177,0.00000411563,0.00000308277,0.0002618021,0.000001669899,0.0001484645],"genre_scores_gemma":[0.9994548,0.00004894086,0.00002038851,0.00001111595,0.000008939248,0.000003345441,0.0003663383,0.000001081079,0.00008506401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01102955,"threshold_uncertainty_score":0.02193069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069813758436833,"score_gpt":0.310480178131481,"score_spread":0.2797820405471126,"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."}}