{"id":"W2033417600","doi":"10.1378/chest.130.6.1631","title":"Impaired Lung Function and Risk for Stroke","year":2006,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Lung function; Stroke (engine); Cardiology; Lung; Internal medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003928812,0.0003430889,0.0005256226,0.0003419616,0.0003170774,0.0001325069,0.0001315864,0.0005753621,0.0003620804],"category_scores_gemma":[0.0001329205,0.000293685,0.0003819006,0.000099,0.0001742686,0.0001330172,0.00005634135,0.003236965,0.00001777587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000760591,"about_ca_system_score_gemma":0.0005862836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003255286,"about_ca_topic_score_gemma":0.000003853892,"domain_scores_codex":[0.9977578,0.0001030957,0.0004126742,0.0004184635,0.000654068,0.0006539188],"domain_scores_gemma":[0.998562,0.0001883893,0.0003253215,0.0003053482,0.0003255085,0.0002933982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003114835,0.00005984999,0.05612443,0.001935627,0.0004663834,0.0006711249,0.00001601532,0.000002084289,0.0001222984,0.000002270895,0.9301661,0.0101223],"study_design_scores_gemma":[0.003492719,0.0002592382,0.3817019,0.0002653838,0.001321198,0.00104313,0.00003544367,0.0005681971,0.00002446247,0.0007138083,0.6102974,0.0002771464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3490572,0.03903227,0.0116326,0.582799,0.004581746,0.005147914,0.002524741,0.0002681444,0.004956427],"genre_scores_gemma":[0.1293364,0.008409466,0.01167786,0.3139718,0.2982482,0.0009189609,0.008467363,0.00206571,0.2269042],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3255774,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832387427628524,"score_gpt":0.2796609243952393,"score_spread":0.2613370501189541,"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."}}