{"id":"W2110546667","doi":"10.1186/1745-6215-15-220","title":"Cluster randomized trials utilizing primary care electronic health records: methodological issues in design, conduct, and analysis (eCRT Study)","year":2014,"lang":"en","type":"article","venue":"Trials","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Health Technology Assessment Programme; King's College London; Medical Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Cluster randomised controlled trial; Clinical trial; Family medicine; Cluster (spacecraft); Research ethics; Stroke (engine); Good clinical practice; Intervention (counseling); Nursing; Psychiatry; Surgery; Internal 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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4080409,0.0005992409,0.01506381,0.001064628,0.0007088769,0.00004934534,0.0003997507,0.0006186272,0.0003975254],"category_scores_gemma":[0.1089402,0.0004040133,0.0007968803,0.001355901,0.000117826,0.0001742617,0.0001727277,0.001726088,0.00005600162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672757,"about_ca_system_score_gemma":0.003007984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006160114,"about_ca_topic_score_gemma":0.005481124,"domain_scores_codex":[0.609156,0.3784466,0.008639939,0.00114902,0.000596842,0.00201161],"domain_scores_gemma":[0.8144431,0.1799781,0.004001866,0.0008654259,0.0002880011,0.0004234462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.594232,0.001383548,0.06498688,0.00885287,0.01163557,0.00002981997,0.1007419,0.0002405587,0.0008706641,0.006302588,0.01943557,0.1912881],"study_design_scores_gemma":[0.8765793,0.008534906,0.008515962,0.001767568,0.006687905,0.0000129019,0.03654805,0.002386098,0.0001297912,0.01496325,0.04180789,0.002066334],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5806925,0.09777218,0.1495183,0.02028142,0.005289909,0.1414115,0.00009469288,0.001028471,0.003911014],"genre_scores_gemma":[0.9490166,0.009049826,0.02377422,0.005440091,0.002354712,0.008762783,0.0001704636,0.0001542447,0.001277077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3683241,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6343897816803075,"score_gpt":0.6102364856882261,"score_spread":0.02415329599208138,"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."}}