{"id":"W2335209736","doi":"10.1097/prs.0b013e318208d2c8","title":"Trends in Level of Evidence in Facial Plastic Surgery Research","year":2010,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Plastic surgery; Otorhinolaryngology; Evidence-based medicine; Confidence interval; Reconstructive surgery; Head and neck; Head and neck surgery; Surgery; General surgery; Alternative medicine; Internal medicine","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":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1678105,0.0003852925,0.004899978,0.008173662,0.0001022147,0.0002841894,0.001120288,0.0002456075,0.01350518],"category_scores_gemma":[0.5833589,0.0002190602,0.001532863,0.008054638,0.0007190919,0.0006616286,0.0002020852,0.001050155,0.0008381307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008994977,"about_ca_system_score_gemma":0.0006702346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002564591,"about_ca_topic_score_gemma":0.003401601,"domain_scores_codex":[0.9679429,0.01177894,0.01158772,0.001574746,0.006267188,0.0008485229],"domain_scores_gemma":[0.531653,0.4609939,0.003220409,0.002162423,0.001709785,0.0002605285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005992342,0.00006615181,0.8591718,0.00004649309,0.00004341003,0.00003601501,0.0002151467,0.00003424228,0.000633018,0.0002021465,0.004628771,0.1348629],"study_design_scores_gemma":[0.0001099123,0.00001542905,0.9928162,0.000432862,0.00002857002,0.00004598165,0.0006238618,0.00188645,0.0001997863,0.002593585,0.0009857449,0.0002616538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936662,0.0001637191,0.0007459063,0.00008698797,0.003903094,0.0002146147,0.000083983,0.000004246371,0.001131263],"genre_scores_gemma":[0.9985293,0.00002543874,0.000623736,0.000006434705,0.0001320757,0.00005877271,0.000005652424,0.00001652126,0.0006020907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4492149,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9103587264162057,"score_gpt":0.5531994945439851,"score_spread":0.3571592318722207,"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."}}