{"id":"W4233227078","doi":"10.1177/120347540300700105","title":"Treatment of Cutaneous Melanoma of the Face by Mohs Micrographic Surgery","year":2003,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Calgary Laboratory Services","keywords":"Medicine; Frozen section procedure; Melanoma; Mohs surgery; Biopsy; Surgery; Histology; Dermatology; Radiology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002487089,0.0002464125,0.0002286791,0.000233044,0.0001900314,0.000132116,0.0001940516,0.0001363042,0.001164982],"category_scores_gemma":[0.0006178545,0.00006321563,0.0002419554,0.0001075859,0.0002650551,0.0001115211,0.0001393718,0.0001904251,0.000204603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151795,"about_ca_system_score_gemma":0.000181021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000451566,"about_ca_topic_score_gemma":0.0007333625,"domain_scores_codex":[0.9998823,0.00002369033,0.00001043929,0.00001586806,0.00004256707,0.0000250309],"domain_scores_gemma":[0.9998343,0.00004178164,0.00006518191,0.0000180036,0.000009378274,0.0000312633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002728712,0.001179366,0.4213957,0.0008396633,0.0004355912,0.007740263,0.000304982,0.002852917,0.1275187,0.0001975556,0.002139006,0.4326675],"study_design_scores_gemma":[0.0005456923,0.02232936,0.818981,0.0001803031,0.0003304842,0.09717093,0.0002875974,0.002275359,0.05181462,0.0002561243,0.005797937,0.00003048301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993608,0.003675489,0.001192507,0.00007951326,0.00002172052,0.00003449792,0.00003004772,0.00003942515,0.001318754],"genre_scores_gemma":[0.9978927,0.001096352,0.0006850825,0.00003845384,0.00005122768,0.00000916708,0.0000343214,0.000003804317,0.0001887555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001164982,"threshold_uncertainty_score":0.00389725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977493833344078,"score_gpt":0.2445753392193412,"score_spread":0.2248004008859005,"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."}}