{"id":"W2040128913","doi":"10.1016/j.cct.2008.08.004","title":"Clinical trial variability: Quality control in a randomized clinical trial","year":2008,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Memorial Chiropractic College","funders":"Health Resources and Services Administration","keywords":"Medicine; Generalizability theory; Randomized controlled trial; Clinical trial; Protocol (science); Reliability (semiconductor); Comparability; Physical therapy; Blinding; Alternative medicine; Surgery; Pathology; Statistics","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":["metaresearch","metaepi_narrow","metaepi_broad","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad","research_integrity","insufficient_payload"],"category_scores_codex":[0.979237,0.001200148,0.08136756,0.0006879251,0.0003033527,0.0008430906,0.005322358,0.002191864,0.009272958],"category_scores_gemma":[0.9862975,0.00059081,0.05577091,0.002166072,0.002767497,0.000739443,0.0005171899,0.002806462,0.004617703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006415525,"about_ca_system_score_gemma":0.003352269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007488103,"about_ca_topic_score_gemma":0.00002540023,"domain_scores_codex":[0.02139175,0.7413837,0.2228825,0.004943752,0.008569343,0.0008290179],"domain_scores_gemma":[0.006437873,0.9107588,0.06630117,0.01223147,0.002590077,0.001680609],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7870576,0.003496535,0.09465264,0.00001627075,0.001644443,0.00007459823,0.00005121676,0.000001573355,3.89655e-7,0.001362704,0.08725458,0.0243874],"study_design_scores_gemma":[0.8750139,0.00173963,0.006929843,0.00005881324,0.000795786,0.00000458474,0.00006021108,0.001424922,1.905796e-7,0.02511646,0.08827628,0.0005793952],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8238424,0.002523185,0.04660733,0.009112585,0.03983481,0.0535361,0.0002355431,0.0001091227,0.0241989],"genre_scores_gemma":[0.9745906,0.0006811728,0.002199793,0.004940255,0.00954257,0.0009820388,0.0000391193,0.00005406903,0.006970369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693752,"threshold_uncertainty_score":0.9999464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9745115289109957,"score_gpt":0.7278934882836481,"score_spread":0.2466180406273476,"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."}}