{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001503696,0.0003651245,0.0008914369,0.0006346588,0.0001746374,0.00004300708,0.00009085433,0.0002085667,0.0002477095],"category_scores_gemma":[0.005540163,0.0003368306,0.0005188383,0.0005156185,0.0004655651,0.0003370118,0.00006661862,0.0006666906,0.0002054879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347711,"about_ca_system_score_gemma":0.0006474162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003454936,"about_ca_topic_score_gemma":0.00000402282,"domain_scores_codex":[0.9975297,0.0003141034,0.000608505,0.0005963255,0.000384982,0.0005664224],"domain_scores_gemma":[0.9956468,0.002792371,0.0002214273,0.0003789727,0.0004432813,0.0005171836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009769819,0.0002781059,0.6097085,0.0001988775,0.0009694578,0.0008466402,0.0005474307,0.000005506517,0.008288775,0.001565712,0.01161563,0.3649984],"study_design_scores_gemma":[0.005563489,0.0006496233,0.2484841,0.003596205,0.001334557,0.06696428,0.0093078,0.0004201672,0.5822846,0.01961792,0.05782919,0.003948046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794467,0.0005839602,0.005861316,0.00005252258,0.002452114,0.0003378706,0.00002259542,0.0003782258,0.01086468],"genre_scores_gemma":[0.994728,0.00009526746,0.004353071,0.0001106682,0.0003491249,0.00005227957,0.00004303793,0.00005692283,0.0002115959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5739958,"threshold_uncertainty_score":0.9999084,"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."}}