{"id":"W4389478990","doi":"10.1097/gox.0000000000005478","title":"Plastic Surgery Clinical Trials: A Systematic Review of Characteristics, Research Themes, and Predictors of Publication and Discontinuation","year":2023,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"","keywords":"Discontinuation; Medicine; Hazard ratio; Perioperative; Confidence interval; Clinical trial; Surgery; Family medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.1510082,0.001559653,0.009112345,0.02151143,0.001441913,0.005821679,0.002598547,0.002337782,0.004499802],"category_scores_gemma":[0.451686,0.001416324,0.01394478,0.03312117,0.002179621,0.006260684,0.002848048,0.002298196,0.0007367079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005632196,"about_ca_system_score_gemma":0.01516301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003127089,"about_ca_topic_score_gemma":0.007877523,"domain_scores_codex":[0.7374009,0.0930642,0.1336376,0.008306562,0.0257138,0.001876912],"domain_scores_gemma":[0.2641127,0.5674235,0.1266431,0.01048922,0.02918406,0.002147409],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001897333,0.00004192734,0.02243357,0.8625213,0.03778247,0.0001860977,0.0008845214,0.0002296269,0.0001853499,0.0006743005,0.007474101,0.06568933],"study_design_scores_gemma":[0.001710196,0.0004550693,0.03621231,0.8312966,0.1009932,0.0007872309,0.0008718286,0.0003748274,0.0003889909,0.002357075,0.02443885,0.0001139703],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007829437,0.9794151,0.001823985,0.002219793,0.0004085752,0.002183661,0.005138021,0.00005503538,0.0009263161],"genre_scores_gemma":[0.1597228,0.8026934,0.008380556,0.00622438,0.0009160779,0.01526534,0.005901276,0.0002073251,0.0006887504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9908876,"threshold_uncertainty_score":0.7986171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3884883501007018,"score_gpt":0.5111218971338604,"score_spread":0.1226335470331586,"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."}}