{"id":"W7017358622","doi":"","title":"Arrhythmia risk associated with the use of bronchodilators in patients with chronic obstructive pulmonary disease : cohort studies and methodological issues","year":2008,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"COPD; Ipratropium bromide; Cohort; Pulmonary disease; Cohort study; Disease; Tiotropium bromide; Cardiac arrhythmia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005075051,0.0007793591,0.001475499,0.0003788547,0.001054188,0.0001158054,0.0007473721,0.0003424764,0.00005126115],"category_scores_gemma":[0.01911972,0.0004192569,0.0002279439,0.001238661,0.0006639911,0.0009449539,0.0001990298,0.001375522,0.000009826841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008821241,"about_ca_system_score_gemma":0.0001150352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000244522,"about_ca_topic_score_gemma":0.002225554,"domain_scores_codex":[0.9885746,0.003994437,0.001406324,0.001603839,0.003837002,0.0005837839],"domain_scores_gemma":[0.9892698,0.005648073,0.001890169,0.001070682,0.001864616,0.0002566553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003657413,0.0005112161,0.9080123,0.0001641745,0.001343336,0.0001423348,0.0001207193,0.001945273,0.00007785662,0.0006459235,0.00002102215,0.08335848],"study_design_scores_gemma":[0.0009248716,0.0004917977,0.9863394,0.0005797926,0.0004534009,0.000002470541,0.0006442994,0.00002724806,0.0002875728,0.007281923,0.002386616,0.0005805826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995006,0.001655722,4.896069e-7,0.00004712432,0.0002955499,0.001876807,0.0007726901,0.00004253544,0.0003031233],"genre_scores_gemma":[0.9965444,0.001342028,0.0006323851,0.00003935037,0.0000252495,0.0001867389,0.0001741477,0.00005540804,0.001000243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0827779,"threshold_uncertainty_score":0.999826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250337899961993,"score_gpt":0.3354120576373965,"score_spread":0.2103782676411972,"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."}}