{"id":"W4254566847","doi":"10.1097/prs.0000000000005183","title":"Spotlight in Plastic Surgery: January 2019","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Plastic surgery; Basal cell; Reconstructive surgery; Metastasis; Dermatology; Surgery; General surgery; Pathology; Cancer; Internal medicine","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":[0.002333861,0.001205264,0.0007630319,0.004735072,0.001543615,0.006690816,0.001440712,0.004188601,0.131624],"category_scores_gemma":[0.0136048,0.000658711,0.0009261853,0.002984125,0.001206508,0.004019379,0.002285819,0.004363923,0.06857793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003263949,"about_ca_system_score_gemma":0.002849925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285959,"about_ca_topic_score_gemma":0.005253753,"domain_scores_codex":[0.997146,0.0003384967,0.0003788008,0.0003342268,0.00147255,0.0003299334],"domain_scores_gemma":[0.988608,0.001631944,0.0009449064,0.0004228064,0.005745502,0.002646862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003801754,0.0000194627,0.0003249384,0.0003110766,0.00000569326,0.0001747766,0.00001936124,0.00002357256,0.0001068152,0.0009510642,0.9504346,0.04759061],"study_design_scores_gemma":[0.0000113299,0.00002097728,0.0008589186,0.0006980908,0.000003974958,0.0003662293,0.00004396394,0.0000266379,0.0000613888,0.0003301141,0.9975693,0.000008969136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001559923,0.07849111,0.0006795376,0.1198253,0.6475706,0.0001580657,0.001888413,0.0005563881,0.1492708],"genre_scores_gemma":[0.01549402,0.1002695,0.001401153,0.08338664,0.5008195,0.0001874659,0.003367927,0.0005061006,0.2945677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.131624,"threshold_uncertainty_score":0.4403262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980667604494495,"score_gpt":0.2520531973473147,"score_spread":0.2322465213023698,"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."}}