{"id":"W2281031962","doi":"10.1159/000442446","title":"Clinical Trial Risk in Chronic Obstructive Pulmonary Disease: The Effects of Drug Class and Inclusion Criteria","year":2015,"lang":"en","type":"article","venue":"Respiration","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Amorfix (Canada)","funders":"","keywords":"Medicine; Pulmonary disease; Drug; Clinical trial; Disease; Drug class; Respiratory disease; Randomized controlled trial; Internal medicine; Intensive care medicine; Lung; Pharmacology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2368995,0.0008473481,0.002644208,0.00553774,0.001670706,0.004576329,0.002571497,0.002898608,0.005664961],"category_scores_gemma":[0.4376455,0.0005057821,0.007485681,0.007253435,0.002106522,0.004631584,0.003906203,0.004397181,0.0006494521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00286132,"about_ca_system_score_gemma":0.004494583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230214,"about_ca_topic_score_gemma":0.001989969,"domain_scores_codex":[0.6443874,0.1891828,0.08601632,0.01719653,0.05795498,0.005261926],"domain_scores_gemma":[0.2566229,0.5238665,0.1812564,0.01727689,0.01517346,0.00580394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01661612,0.0003651914,0.8752166,0.00830421,0.010856,0.0005989047,0.001045581,0.001969465,0.0006008323,0.006002919,0.007070092,0.07135411],"study_design_scores_gemma":[0.00375827,0.005209535,0.8686129,0.01408153,0.01296644,0.005430751,0.001021552,0.01359485,0.001973958,0.01804514,0.05492295,0.0003820595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6509318,0.2101578,0.04592842,0.02458231,0.001849172,0.0166353,0.0164252,0.0004146402,0.03307541],"genre_scores_gemma":[0.9731939,0.003681149,0.0112422,0.003368434,0.0006793812,0.004840127,0.002097395,0.0001821589,0.0007151706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368995,"threshold_uncertainty_score":0.9410388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03451740593275771,"score_gpt":0.3703405352210634,"score_spread":0.3358231292883057,"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."}}