{"id":"W3009863998","doi":"10.1097/md.0000000000019361","title":"Comparison of xenogeneic acellular dermal matrix and skin grafts in reconstruction of postoperative defects of hypopharyngeal cancer","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Medicine; Surgery; Hypopharyngeal cancer; Fistula","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":[],"consensus_categories":[],"category_scores_codex":[0.000206962,0.0001274826,0.0008735035,0.0001868476,0.00001304284,6.751534e-7,0.00004426888,0.00008627737,0.0001122838],"category_scores_gemma":[0.0001194122,0.0001020334,0.00007334443,0.0003044656,0.0004221551,0.00005300844,0.00002617217,0.000158719,2.745762e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002292115,"about_ca_system_score_gemma":0.00007410306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003319138,"about_ca_topic_score_gemma":0.00003219691,"domain_scores_codex":[0.9988682,0.00008737585,0.0005647253,0.0001973282,0.0001658713,0.0001165271],"domain_scores_gemma":[0.9993486,0.00006441504,0.0002401677,0.0001170015,0.0001488817,0.00008090623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002746558,0.00005117506,0.3050868,0.0003759383,0.00007418961,0.000009510028,0.001438468,0.000004681458,0.6622835,0.00005770642,0.00009133326,0.03025205],"study_design_scores_gemma":[0.001657038,0.0007734941,0.06887722,0.0006572494,0.0001356269,0.00007857701,0.0008464226,0.0001594539,0.9265177,0.00003365172,0.0001914632,0.00007212091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986037,0.01234507,0.0002388945,0.0007520861,0.00007338061,0.0003700697,0.00000930126,0.00001293505,0.0001612264],"genre_scores_gemma":[0.9981254,0.000662542,0.001050658,0.0000751253,0.00004442261,0.000008434989,0.00001192212,0.00001109833,0.00001033754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2642342,"threshold_uncertainty_score":0.4160803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194251990023972,"score_gpt":0.3393035781877571,"score_spread":0.3073610582875174,"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."}}