{"id":"W2988554793","doi":"10.1097/prs.0000000000006102","title":"The Fragility of Statistically Significant Randomized Controlled Trials in Plastic Surgery","year":2019,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Queen's University","funders":"","keywords":"Randomized controlled trial; Percentile; Fragility; Medicine; Statistical significance; Sample size determination; Exact test; Surgery; Statistics; Internal medicine; Mathematics","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","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"category_scores_codex":[0.6881393,0.00165793,0.1670297,0.003088531,0.0001923558,0.001029178,0.002098946,0.0006175457,0.007620583],"category_scores_gemma":[0.9713306,0.0005924513,0.04585227,0.002974521,0.001467211,0.0002165241,0.0002249057,0.001033986,0.001582964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046666,"about_ca_system_score_gemma":0.00397001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002495267,"about_ca_topic_score_gemma":0.00002722701,"domain_scores_codex":[0.4965005,0.3602948,0.1281185,0.003448366,0.01030666,0.001331233],"domain_scores_gemma":[0.02095556,0.9048469,0.06737586,0.004128844,0.002377841,0.0003149713],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01253626,0.0001358015,0.002376613,0.008822263,0.01085886,0.00004132069,0.0000450654,0.00002206402,1.855605e-7,0.002757149,0.008666274,0.9537382],"study_design_scores_gemma":[0.08973663,0.0001106703,0.001524674,0.07518058,0.09901941,0.0002891246,0.001160672,0.009296472,0.000001421845,0.03622463,0.6821939,0.005261816],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004794036,0.9636788,0.01359911,0.00001818906,0.01138642,0.009088586,0.0008709913,0.00001007595,0.0008684176],"genre_scores_gemma":[0.002327867,0.9945461,0.0004323269,0.000008565236,0.0002415894,0.001682635,0.00007785836,0.00007016645,0.0006128648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9484763,"threshold_uncertainty_score":0.9996527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6467825556245241,"score_gpt":0.4952446162552339,"score_spread":0.1515379393692902,"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."}}