{"id":"W7131989470","doi":"","title":"Indicators of facial skin quality after reconstruction of defects with local random flaps and skin grafts","year":2023,"lang":"hr","type":"dissertation","venue":"University of Split School of Medicine Repository","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skin barrier; Skin flap; Skin transplantation; Skin temperature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001266588,0.0005399016,0.002751484,0.001803874,0.0001146382,0.000003576941,0.0002744398,0.0008314024,0.0002091464],"category_scores_gemma":[0.0004357716,0.0005227437,0.0004142935,0.000894054,0.004163998,0.0002268411,0.00008733341,0.0007413296,0.000002661373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674857,"about_ca_system_score_gemma":0.0009255705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007882475,"about_ca_topic_score_gemma":0.0003480819,"domain_scores_codex":[0.9955501,0.0005162386,0.001622278,0.0007198325,0.001264393,0.0003271413],"domain_scores_gemma":[0.9940856,0.0005398928,0.003356761,0.0005916902,0.001039286,0.0003867691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03029373,0.0003034768,0.8734606,0.008503497,0.001904153,0.0002151223,0.006703441,0.000006008508,0.02509897,0.0001280801,0.0003303296,0.05305258],"study_design_scores_gemma":[0.007256031,0.001590916,0.8817713,0.009967475,0.001911766,0.00007592233,0.03660907,0.000007785928,0.06024118,0.00008996591,0.00009626669,0.0003823047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939943,0.0009126994,0.0003894174,0.00002405282,0.0007110858,0.001082022,0.00008575269,0.00005248563,0.002748206],"genre_scores_gemma":[0.9973496,0.0009178191,0.0005513537,0.000005741643,0.0001613776,0.000001954264,0.00012664,0.00004526394,0.0008402193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05267028,"threshold_uncertainty_score":0.9997224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006277749232166977,"score_gpt":0.2371338463132843,"score_spread":0.2308560970811173,"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."}}