{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006131993,0.00112591,0.003889685,0.002076161,0.00007795965,0.00005366855,0.0004411019,0.001979392,0.0007778266],"category_scores_gemma":[0.00794534,0.0007074805,0.001458338,0.001010045,0.0006032981,0.0001707122,0.0001189586,0.004049043,0.000191796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346629,"about_ca_system_score_gemma":0.0004579971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005531077,"about_ca_topic_score_gemma":0.00009176201,"domain_scores_codex":[0.9950281,0.0003501632,0.001735151,0.001088836,0.0005685752,0.001229177],"domain_scores_gemma":[0.954362,0.0441369,0.0004349656,0.0008188497,0.00008366488,0.0001635758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009518609,0.00003558088,0.002698282,0.0008742391,0.007827049,0.001801325,0.0001166149,0.0004262968,0.00001830558,0.00003110394,0.9581792,0.02789686],"study_design_scores_gemma":[0.0005547517,0.00003691947,0.001380945,0.001328023,0.003587302,0.0004863648,0.0005501682,0.002581332,0.0004618316,0.001827477,0.9848152,0.002389659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1383399,0.04704784,0.006290508,0.5790746,0.1755881,0.004401365,0.02399496,0.008550399,0.01671233],"genre_scores_gemma":[0.9390863,0.00814129,0.0005334626,0.03360068,0.009258728,0.001114227,0.004292808,0.001188087,0.002784424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8007464,"threshold_uncertainty_score":0.9995376,"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."}}