{"id":"W1969786180","doi":"10.1097/sap.0b013e31813376a5","title":"Mohs Micrographic Surgery and Dermatofibrosarcoma Protuberans","year":2008,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University","funders":"","keywords":"Dermatofibrosarcoma protuberans; Medicine; Mohs surgery; Dermatofibrosarcoma; Surgery; Demographics; Plastic surgery; Wide local excision; Soft tissue; Dermatology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002957897,0.0002223698,0.0008574606,0.0004382624,0.00011527,0.000006800491,0.00004278789,0.00008658823,0.00004872254],"category_scores_gemma":[0.0008646648,0.0001994736,0.0003647594,0.0003963385,0.0004618748,0.0001006243,0.00004617751,0.0001256158,0.0000131465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006980641,"about_ca_system_score_gemma":0.0001994882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005462335,"about_ca_topic_score_gemma":0.000004901558,"domain_scores_codex":[0.9983857,0.00005624129,0.0005346776,0.0002922116,0.0003187572,0.0004124076],"domain_scores_gemma":[0.994047,0.00517493,0.0001670056,0.0002552254,0.0001781489,0.0001777305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002482747,0.0001758311,0.9539056,0.000381454,0.0002799006,0.0003297162,0.0001184013,4.842726e-7,0.0005649872,0.00001074785,0.0427868,0.001197767],"study_design_scores_gemma":[0.0002107953,0.00006382656,0.9866598,0.0004176183,0.00005227381,0.0006151953,0.00003703204,0.000007726756,0.007853967,0.0000379995,0.003859166,0.0001846611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917254,0.006785637,0.00003322851,0.0005556735,0.0004021112,0.0001960482,0.0000243526,0.00004897957,0.0002285549],"genre_scores_gemma":[0.9948751,0.004379347,0.00007851944,0.0003868478,0.0001357297,0.0000419032,0.0000148355,0.00003192881,0.0000557972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03892764,"threshold_uncertainty_score":0.8134296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09537153765929218,"score_gpt":0.293895387011952,"score_spread":0.1985238493526598,"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."}}