{"id":"W4406544865","doi":"10.1016/j.yhls.2014.03.019","title":"10.1016/j.yhls.2014.03.019","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Contracture; Free flap; Medicine; Skin flap; Surgery; Perforator flaps; Anatomy; Burn injury; Skin transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001924823,0.0001465189,0.0002903655,0.0001116537,0.00004763875,0.00001535782,0.00008604232,0.00008966362,0.9966254],"category_scores_gemma":[0.00003299359,0.0001300771,0.0001703952,0.0001523269,0.00005972277,0.0000736103,0.00002164106,0.0001398469,0.9892046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002999974,"about_ca_system_score_gemma":0.00004420579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001600043,"about_ca_topic_score_gemma":5.033277e-8,"domain_scores_codex":[0.9991431,0.00003935917,0.0001863622,0.0002537117,0.0001350857,0.0002423448],"domain_scores_gemma":[0.9993446,0.00003094146,0.00002422974,0.0003771746,0.00006315102,0.0001598525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001192843,0.00004354157,0.00000330646,0.00001039316,0.0000503844,0.00001946489,0.000006458884,4.590938e-7,0.001645299,9.569357e-7,0.3007981,0.6973023],"study_design_scores_gemma":[0.0002709099,0.0001570358,0.0002013978,0.00005612058,0.00004832945,0.0002364698,9.403052e-7,0.000005492215,0.01210701,0.00001385078,0.9867512,0.0001512188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009006384,0.0001621901,0.000004625119,0.0001746247,0.000001998885,0.0003310702,0.000008579801,0.0002976671,0.9900129],"genre_scores_gemma":[0.0003373787,0.000002678425,0.0008543259,0.0001030525,0.0001245593,0.0000224671,0.00002595786,0.00002931902,0.9985003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6971511,"threshold_uncertainty_score":0.5304391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004912727045873132,"score_gpt":0.1891841356002999,"score_spread":0.1842714085544268,"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."}}