{"id":"W2136335199","doi":"10.1164/rccm.200508-1338pp","title":"Statistical Treatment of Exacerbations in Therapeutic Trials of Chronic Obstructive Pulmonary Disease","year":2006,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Exacerbation; COPD; Confidence interval; Randomized controlled trial; Internal medicine; Pulmonary disease; Cohort; Meta-analysis; Cohort study; Rate ratio; Subgroup analysis; Clinical trial; 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","sts"],"consensus_categories":[],"category_scores_codex":[0.0008649535,0.0004871975,0.005468647,0.0009030642,0.0000461501,0.000006241146,0.0001776884,0.0001317717,0.0002367106],"category_scores_gemma":[0.00201974,0.0003154846,0.0006695442,0.0007143666,0.003933241,0.00007864965,0.00004027317,0.0005402999,9.266661e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287159,"about_ca_system_score_gemma":0.00349974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008554768,"about_ca_topic_score_gemma":0.000006293228,"domain_scores_codex":[0.9937892,0.001676873,0.00277521,0.0004163936,0.0009388716,0.0004034658],"domain_scores_gemma":[0.9929729,0.004042352,0.001091227,0.0004171696,0.0007558783,0.000720459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007279554,0.0006593326,0.003239239,0.02076983,0.0003366895,0.00150604,0.0001184125,0.00000128992,0.00001373104,0.001717726,0.00001703449,0.9708927],"study_design_scores_gemma":[0.01274053,0.05244892,0.1753207,0.08153594,0.04624144,0.001642543,0.01081125,0.00004178767,0.00002595775,0.003086268,0.6146131,0.001491627],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002654722,0.9950736,0.0002396008,0.0001671419,0.0001452526,0.0008838506,0.0005813743,0.000005352128,0.0002491063],"genre_scores_gemma":[0.2200333,0.7785846,0.0001312198,0.00003847165,0.000975405,0.00006512793,0.00008197148,0.00006779967,0.00002212656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9694011,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07397761089582945,"score_gpt":0.4220039798328878,"score_spread":0.3480263689370584,"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."}}