{"id":"W2312871991","doi":"10.1097/ede.0000000000000015","title":"Estimating Causal Effect with RCTs","year":2013,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Randomized controlled trial; Context (archaeology); Medicine; Covert; Deception; Physical therapy; Psychology; Internal medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4743645,0.003808364,0.009043083,0.01103457,0.002496798,0.01226992,0.008467558,0.01571702,0.02600734],"category_scores_gemma":[0.8884449,0.004244976,0.01374411,0.01165651,0.009287508,0.01953574,0.01137678,0.0280455,0.004490066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006121757,"about_ca_system_score_gemma":0.01141734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004442536,"about_ca_topic_score_gemma":0.003929959,"domain_scores_codex":[0.2840111,0.6595883,0.02611323,0.009782227,0.01959738,0.0009077939],"domain_scores_gemma":[0.03917073,0.9058438,0.01671472,0.02691153,0.01061005,0.0007492321],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002450686,0.000376439,0.00997101,0.04622851,0.02150996,0.0007947379,0.00274759,0.009904228,0.000243208,0.2138656,0.304736,0.3871721],"study_design_scores_gemma":[0.003267808,0.001009653,0.003300986,0.03480467,0.00650089,0.001071862,0.0005489514,0.01770463,0.000623798,0.6790257,0.2516814,0.0004597135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.002159297,0.08531815,0.433401,0.4201578,0.03563498,0.006172395,0.004682465,0.00236095,0.01011298],"genre_scores_gemma":[0.06213068,0.03385849,0.6044305,0.234813,0.02969485,0.0292452,0.001881002,0.001138452,0.002807768],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5256355,"threshold_uncertainty_score":0.6482022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1976813159566116,"score_gpt":0.4445952550901146,"score_spread":0.246913939133503,"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."}}