{"id":"W1939023371","doi":"10.1097/prs.0000000000001449","title":"Avoiding Skin Grafts","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Surgery; Skin grafting; Fascia","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":[],"consensus_categories":[],"category_scores_codex":[0.001032905,0.0006688955,0.0004916396,0.0007349545,0.0005061672,0.0006011775,0.0006235493,0.001142539,0.01760906],"category_scores_gemma":[0.002683165,0.0001805883,0.001007301,0.0003974544,0.0005447118,0.0008636593,0.000749635,0.0008632293,0.005616158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863716,"about_ca_system_score_gemma":0.0004641119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002277895,"about_ca_topic_score_gemma":0.0004543205,"domain_scores_codex":[0.9988946,0.0002417217,0.0001398643,0.0001204706,0.0004615996,0.0001417091],"domain_scores_gemma":[0.9989259,0.0004206212,0.0002210344,0.0002118284,0.0001381547,0.00008254363],"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":[0.001230571,0.0006317137,0.009708463,0.004350791,0.0004252697,0.004250582,0.0001792199,0.0008825181,0.03671848,0.005521938,0.01468258,0.9214179],"study_design_scores_gemma":[0.002222726,0.01685427,0.08988661,0.01054241,0.001021918,0.2932787,0.001214694,0.002957238,0.07372558,0.02830936,0.4797257,0.0002608315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4782135,0.1031718,0.1418792,0.01092929,0.00598053,0.001606971,0.0006140185,0.001150399,0.2564542],"genre_scores_gemma":[0.8434308,0.03517354,0.0519084,0.006310916,0.002460844,0.0006082095,0.0007562977,0.0002054046,0.05914567],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01760906,"threshold_uncertainty_score":0.05890816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03712121397832821,"score_gpt":0.2609885926816755,"score_spread":0.2238673787033473,"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."}}