{"id":"W1997879942","doi":"10.1089/089277902760367403","title":"Unique Methodological Issues Facing Randomized Controlled Trials of Endourologic Procedures","year":2002,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Agency (philosophy); Government (linguistics); Intensive care medicine; Risk analysis (engineering); Engineering ethics; Surgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01223496,0.0003006746,0.008987874,0.000442493,0.00004163666,0.000008647738,0.0001830825,0.0003147728,0.001836855],"category_scores_gemma":[0.09579962,0.0001521491,0.002219321,0.0001389694,0.000364158,0.00007386586,0.00004252309,0.0005183194,0.00001103237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000369463,"about_ca_system_score_gemma":0.0001134608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007741036,"about_ca_topic_score_gemma":9.4156e-7,"domain_scores_codex":[0.9881418,0.006946085,0.003890703,0.0002226225,0.0004471533,0.0003516444],"domain_scores_gemma":[0.9793607,0.01561911,0.004150145,0.0002320623,0.0004480658,0.0001899076],"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":[0.9036973,0.002265258,0.01625783,0.0002126488,0.01066253,0.006238032,0.001210024,0.0002653986,0.04820469,0.002113703,0.006103273,0.002769273],"study_design_scores_gemma":[0.9380654,0.009264503,0.001373529,0.0001425674,0.00825124,0.02134913,0.0001827121,0.0009831558,0.01315068,0.005890676,0.001102638,0.0002437474],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588702,0.01725296,0.005218744,0.01182552,0.0004924,0.002483819,0.000005048499,0.0000618316,0.003789477],"genre_scores_gemma":[0.9770552,0.002331428,0.01868694,0.0007419725,0.0003286595,0.00004572477,0.000001340122,0.00002036809,0.0007883636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08356465,"threshold_uncertainty_score":0.9990756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1694405188533477,"score_gpt":0.4105038451121937,"score_spread":0.241063326258846,"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."}}