{"id":"W4239331366","doi":"10.1177/229255031101900302","title":"Challenges of Randomized Controlled Trial Design in Plastic Surgery","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Plastic surgery; Gold standard (test); Surgery; Placebo; Medical physics; Alternative medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.296124,0.0003653434,0.01749309,0.004580915,0.00006177577,0.0001694056,0.0009191432,0.0001609017,0.007926664],"category_scores_gemma":[0.7023067,0.0001826607,0.007831612,0.00105262,0.000228994,0.0002676164,0.00001466458,0.0002725606,0.0001736196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007768866,"about_ca_system_score_gemma":0.003575978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004060562,"about_ca_topic_score_gemma":0.00306814,"domain_scores_codex":[0.9480684,0.02662512,0.02142857,0.0004451946,0.002921453,0.0005111995],"domain_scores_gemma":[0.3897076,0.5873095,0.01848875,0.001279314,0.00210236,0.001112474],"domain_codex":null,"domain_gemma":"methods","domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8694584,0.000310324,0.04611602,0.0001733758,0.004982528,0.001507019,0.002517147,0.001052519,0.00001165669,0.002263392,0.06447775,0.007129829],"study_design_scores_gemma":[0.9270389,0.000356998,0.04662437,0.00191456,0.003931222,0.0002710528,0.002380736,0.004344775,0.00003306351,0.01034496,0.001772046,0.0009873206],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310812,0.01745281,0.02479708,0.0002018207,0.02080688,0.002457039,0.00001678621,0.000003108135,0.003183319],"genre_scores_gemma":[0.9990598,0.0002211039,0.0002796313,0.00002005978,0.0002305582,0.00004547231,5.338749e-7,0.00001673785,0.0001260979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5606844,"threshold_uncertainty_score":0.9970933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6837466495236824,"score_gpt":0.4013891195951447,"score_spread":0.2823575299285377,"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."}}