{"id":"W2964953820","doi":"10.1097/prs.0000000000005881","title":"Discussion: Meta-Analyses in Plastic Surgery: Can We Trust Their Results?","year":2019,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Plastic surgery; Psychology; Psychoanalysis; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.270676,0.002156596,0.005861039,0.005818326,0.004231129,0.009634471,0.0106478,0.0328639,0.01884854],"category_scores_gemma":[0.6750877,0.001989346,0.008468894,0.006625293,0.007254449,0.01902328,0.006258925,0.03700649,0.007993154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008695631,"about_ca_system_score_gemma":0.01264915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006855406,"about_ca_topic_score_gemma":0.007890823,"domain_scores_codex":[0.7738773,0.1330269,0.04315775,0.01140008,0.03576794,0.00277001],"domain_scores_gemma":[0.2363556,0.6657888,0.023572,0.02002536,0.04884513,0.005412969],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00118617,0.00002915382,0.002022884,0.01355923,0.003947818,0.0004961616,0.0005339347,0.0003793239,0.0001849553,0.01279719,0.8764061,0.08845702],"study_design_scores_gemma":[0.003465662,0.0002966158,0.003721013,0.05938786,0.006528684,0.00150739,0.000798866,0.001966972,0.0006036172,0.144069,0.7772987,0.0003557173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001903871,0.04435363,0.001593809,0.9170899,0.03439485,0.0001093826,0.0003913452,0.0000614711,0.001815183],"genre_scores_gemma":[0.008105295,0.0232228,0.004051585,0.8682695,0.09398235,0.0005233506,0.0002331874,0.0001686821,0.001443177],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.729324,"threshold_uncertainty_score":0.8993863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06316599095122219,"score_gpt":0.2577167648162477,"score_spread":0.1945507738650255,"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."}}