{"id":"W7015541700","doi":"","title":"Study on skin pigmentation following burn and skin grafting","year":2020,"lang":"en","type":"dissertation","venue":"IRIS","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skin color; Skin grafting; Context (archaeology); Informed consent; Skin type","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129143,0.0001333834,0.0002880844,0.0006780053,0.0004472577,0.0005051548,0.0001880858,0.0002686695,0.005056125],"category_scores_gemma":[0.003038852,0.00006263985,0.0004738487,0.0009075298,0.0002102583,0.0003049887,0.0003733168,0.0004374312,0.0005729385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004774427,"about_ca_system_score_gemma":0.0009921867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008496476,"about_ca_topic_score_gemma":0.001044049,"domain_scores_codex":[0.9993916,0.0001646438,0.00008305799,0.00006926623,0.0002016425,0.00008980281],"domain_scores_gemma":[0.997959,0.000459688,0.0007387573,0.00007610831,0.0004043627,0.0003620934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001528569,0.001902568,0.9131609,0.001439409,0.0001615788,0.0005345831,0.001760649,0.00005321433,0.0008292602,0.000294346,0.001183714,0.07715121],"study_design_scores_gemma":[0.0000357668,0.003586356,0.9835454,0.0004405532,0.0001460324,0.001821072,0.002794738,0.00003478095,0.000728634,0.0001249775,0.006729871,0.00001174449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987545,0.005316113,0.0002531642,0.0002575891,0.00005854682,0.0002735878,0.0004120397,0.000003292531,0.005880647],"genre_scores_gemma":[0.9923533,0.003654924,0.0004584994,0.0002037736,0.00007744863,0.000240047,0.0003800731,0.00000482561,0.002627213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005056125,"threshold_uncertainty_score":0.01691437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941929718149981,"score_gpt":0.3415620116830121,"score_spread":0.3121427145015123,"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."}}