{"id":"W4390955910","doi":"10.1097/gox.0000000000005352","title":"The Fragility of Landmark Randomized Controlled Trials in the Plastic Surgery Literature","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Randomized controlled trial; Fragility; Medicine; Interquartile range; Context (archaeology); Statistical significance; Surgery; Internal medicine; Geography","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_broad","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.6044894,0.0005631075,0.02302899,0.0004979559,0.0002456243,0.00571765,0.002633021,0.0001780321,0.002540884],"category_scores_gemma":[0.8309791,0.0001688673,0.01022174,0.003865513,0.0005861261,0.000556235,0.0002583601,0.0004067251,0.0003300512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008635034,"about_ca_system_score_gemma":0.0007733952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007690612,"about_ca_topic_score_gemma":0.0001576368,"domain_scores_codex":[0.7452776,0.2072233,0.037928,0.002010454,0.006728127,0.0008325152],"domain_scores_gemma":[0.06703047,0.9210404,0.008255145,0.002291585,0.001235495,0.0001468949],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.1295722,0.0003395987,0.2985505,0.0006157997,0.01598993,0.0002993123,0.001724289,0.0003309056,0.00001021798,0.09245056,0.3341306,0.1259862],"study_design_scores_gemma":[0.1062437,0.0001136258,0.165025,0.008839547,0.01167426,0.00110985,0.009002132,0.03793286,0.00002186375,0.5827178,0.07486943,0.00244984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852884,0.04167392,0.00888878,0.002174374,0.02355918,0.01332045,0.001307362,0.00002520768,0.02376235],"genre_scores_gemma":[0.998321,0.0002897732,0.0001710589,0.00007332332,0.0001778797,0.0005911654,0.00002015876,0.00001051761,0.0003451359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7138171,"threshold_uncertainty_score":0.9996907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4016753477899946,"score_gpt":0.4695364401877549,"score_spread":0.06786109239776034,"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."}}