{"id":"W7052442148","doi":"","title":"Scalp Reconstruction using Dermal Induction Template: State of the Art and Personal Experience.","year":2013,"lang":"en","type":"article","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scalp; Periosteum; Skin cancer; Mohs surgery; Patient satisfaction; Cancer","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":[0.001577874,0.0008591744,0.0003911024,0.0008531286,0.0003628529,0.0007848869,0.0006885585,0.0007077506,0.004062348],"category_scores_gemma":[0.002751257,0.0002463839,0.0005656123,0.0009770977,0.0007933389,0.001000484,0.0007254916,0.0008021811,0.00141935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257947,"about_ca_system_score_gemma":0.0002744131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002569538,"about_ca_topic_score_gemma":0.0005515424,"domain_scores_codex":[0.9990035,0.0003515294,0.0001278071,0.0001579975,0.0002337235,0.0001254681],"domain_scores_gemma":[0.9985171,0.0007400326,0.0001794468,0.0002412691,0.0001019421,0.0002202475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0006885019,0.00175679,0.07790808,0.001227453,0.0002977279,0.02087947,0.007783994,0.001517395,0.02917882,0.0008822659,0.005656661,0.8522228],"study_design_scores_gemma":[0.0001291871,0.01105764,0.1352299,0.0008371214,0.0005056152,0.6513056,0.005612554,0.003952143,0.05567523,0.002559323,0.132725,0.0004108232],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9047325,0.06049179,0.01925029,0.001435203,0.0002735141,0.00009330502,0.0002479937,0.0002202952,0.01325504],"genre_scores_gemma":[0.9358726,0.04089779,0.01548062,0.0008789084,0.0005191196,0.00004843019,0.0005514872,0.0001134034,0.005637664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004062348,"threshold_uncertainty_score":0.01358992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390789477775871,"score_gpt":0.2681260035670545,"score_spread":0.2290470557894674,"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."}}