{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002128683,0.0007342067,0.002121383,0.0001734019,0.00009551922,0.00001374946,0.0005205129,0.00178523,0.0004022867],"category_scores_gemma":[0.01856865,0.0004938292,0.0001578588,0.0001189178,0.0003662303,0.0001294697,0.0001698471,0.00353408,0.0003486796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673898,"about_ca_system_score_gemma":0.00006738799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194194,"about_ca_topic_score_gemma":0.000009262822,"domain_scores_codex":[0.9950999,0.001928037,0.0009032909,0.0008013058,0.0001895713,0.001077897],"domain_scores_gemma":[0.9642178,0.03353987,0.0009736113,0.00105585,0.000122124,0.00009075713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007140207,0.000006786652,0.0006214978,0.000448618,0.00008611777,0.0001927475,0.00002160493,0.00001506666,0.00001209539,0.005772407,0.991409,0.001406929],"study_design_scores_gemma":[0.0002565597,0.001039434,0.00006715982,0.0006825472,0.0001739679,0.0003435629,0.000001750107,0.00108408,0.0001596124,0.839795,0.1555109,0.0008853677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001678729,0.0002083884,0.4931836,0.4912551,0.0008695655,0.00208238,0.00002553886,0.00226093,0.008435698],"genre_scores_gemma":[0.0002602724,0.000006747539,0.6146403,0.3784027,0.003532757,0.0006703187,0.0001528957,0.0001842495,0.002149845],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.835898,"threshold_uncertainty_score":0.9997513,"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."}}