{"id":"W2792410282","doi":"10.1177/2292550317716121","title":"The Keystone Flap—A Case Series Demonstrating Practical Design, Use, and Applications","year":2017,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dehiscence; Medicine; Surgery; Wound dehiscence","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"],"consensus_categories":[],"category_scores_codex":[0.0007840011,0.0001350694,0.0002656048,0.00005634445,0.001260301,0.0002745542,0.00004255367,0.00008241866,0.00001158784],"category_scores_gemma":[0.01337884,0.00009556687,0.00009510788,0.00004827752,0.0006294115,0.0004267664,0.00005321641,0.0002044124,0.000008402179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001834568,"about_ca_system_score_gemma":0.0001729337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000329353,"about_ca_topic_score_gemma":0.00002046205,"domain_scores_codex":[0.9990615,0.0001013567,0.0002644389,0.0002299114,0.0001122173,0.000230623],"domain_scores_gemma":[0.9820898,0.01699761,0.0001828778,0.0004820971,0.0001264192,0.0001212541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0007671182,0.0002247805,0.7065125,0.0002527749,0.00091801,0.01007268,0.0001244029,0.000002254918,0.02164126,0.006553798,0.007259706,0.2456708],"study_design_scores_gemma":[0.0009675437,0.000224547,0.2510903,0.0008405171,0.001339505,0.5408102,0.00127952,0.0006167797,0.09963737,0.002029165,0.09993813,0.0012264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980757,0.0004624776,0.09897567,0.0006801564,0.0007045132,0.0005658179,0.00001028915,0.0001627251,0.0003626834],"genre_scores_gemma":[0.9913321,0.0003607036,0.007822587,0.00002174844,0.0001707056,0.0001642341,0.000004444947,0.00001927416,0.0001041604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5307375,"threshold_uncertainty_score":0.9949319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06999857198311979,"score_gpt":0.3110906423147226,"score_spread":0.2410920703316028,"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."}}