{"id":"W2117770228","doi":"10.1136/bmjopen-2014-005362","title":"Estimating treatment effects in randomised controlled trials with non-compliance: a simulation study","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Type I and type II errors; Treatment and control groups; Sample size determination; Instrumental variable; Intention-to-treat analysis; Statistics; Surgery; Mathematics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.006627402,0.0002481459,0.002164888,0.00008655643,0.00006960424,0.0001232676,0.0002522167,0.00005286418,0.00002530669],"category_scores_gemma":[0.01150726,0.0001476902,0.0000906742,0.0001393753,0.00001913432,0.0002320696,0.00008136158,0.00007655539,0.00001077317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348379,"about_ca_system_score_gemma":0.00006276897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008122058,"about_ca_topic_score_gemma":0.0001189027,"domain_scores_codex":[0.997115,0.001221135,0.0009275617,0.000290995,0.0002337403,0.0002116327],"domain_scores_gemma":[0.9858486,0.01279789,0.0007187477,0.0005033216,0.00008055733,0.00005088384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.3811589,0.01649801,0.03001576,0.00209599,0.003266306,0.0003679218,0.02559168,0.2996618,0.005219619,0.01795227,0.0004608016,0.217711],"study_design_scores_gemma":[0.3823614,0.003411406,0.001205611,0.001287458,0.0003255071,0.000002467291,0.0002104049,0.5278317,0.001121696,0.08182395,0.000006548153,0.000411958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.24342,0.000003620268,0.6483109,0.0000449275,0.00005764877,0.1032719,0.000001329461,0.0001540154,0.004735628],"genre_scores_gemma":[0.813396,1.544531e-7,0.1685011,0.0000270776,0.00005740166,0.01783888,0.000002376947,0.00002653545,0.0001503968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.569976,"threshold_uncertainty_score":0.9968193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3539217422640416,"score_gpt":0.5547976196864092,"score_spread":0.2008758774223676,"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."}}