{"id":"W2001785923","doi":"10.1097/prs.0b013e3182a8085f","title":"Evidence-Based Medicine","year":2013,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; Field cancerization; Dermatology; Merkel cell carcinoma; Head and neck; Basal cell carcinoma; Surgical margin; Actinic keratosis; Skin cancer; Basal cell; Radiation therapy; Adjuvant radiotherapy; Surgery; Carcinoma; Cancer; Pathology; Internal medicine; Resection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01374589,0.001713406,0.004770289,0.007291734,0.0008480407,0.006028986,0.003766271,0.00495129,0.0459386],"category_scores_gemma":[0.05898168,0.0008724707,0.004426945,0.005174442,0.001097148,0.004911801,0.003481435,0.004964468,0.008828521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00412646,"about_ca_system_score_gemma":0.01453072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803481,"about_ca_topic_score_gemma":0.003199218,"domain_scores_codex":[0.9880047,0.004640318,0.003318411,0.0006015999,0.003121729,0.0003130961],"domain_scores_gemma":[0.9585119,0.02461581,0.004910588,0.001551212,0.009221915,0.001188629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001446798,0.000114668,0.0003614577,0.2576264,0.001972029,0.0001618707,0.0001558451,0.0002293364,0.0002082464,0.006638129,0.1470321,0.5853552],"study_design_scores_gemma":[0.0002153355,0.000098455,0.001001856,0.5104906,0.002095214,0.0003491708,0.0001633211,0.0001551866,0.000143969,0.007730446,0.4775156,0.00004075746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002647991,0.9229342,0.002890477,0.03475621,0.01225758,0.001915152,0.001600937,0.0001600416,0.02322055],"genre_scores_gemma":[0.005664222,0.9559513,0.01269357,0.0148875,0.004635571,0.001337219,0.001440261,0.00003607159,0.003354415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0459386,"threshold_uncertainty_score":0.1536798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740025398125247,"score_gpt":0.3492215430668568,"score_spread":0.1752190032543321,"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."}}