{"id":"W4378746307","doi":"10.1097/dss.0000000000003840","title":"Mohs Micrographic Surgery Is Equivalent to Nail Unit Excision or Amputation for Melanoma In Situ of the Nail Unit: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Dermatologic Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University Health Centre","funders":"","keywords":"Nail (fastener); Medicine; Amputation; Mohs surgery; Surgery; Dermatology; Melanoma; Nail disease; Complication; Materials science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002844019,0.0006313315,0.01129646,0.002569418,0.0001013847,0.00003592466,0.0002368806,0.000310482,0.0001156208],"category_scores_gemma":[0.002081252,0.0003387966,0.005051125,0.005641682,0.0000744832,0.00004508805,0.0002035866,0.0002546565,0.00003678109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007814299,"about_ca_system_score_gemma":0.0002357694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004028044,"about_ca_topic_score_gemma":0.0001291111,"domain_scores_codex":[0.9941795,0.001204512,0.0029426,0.0007004967,0.0005422477,0.0004306341],"domain_scores_gemma":[0.9906213,0.006331693,0.001615039,0.001034125,0.0002396521,0.0001581814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003324687,0.0001175285,0.000125265,0.9453661,0.04195602,0.000292115,0.00005411148,0.000001277554,2.477677e-7,0.00001152925,0.004959237,0.007083281],"study_design_scores_gemma":[0.0001492172,0.00005749875,0.0001100234,0.09382964,0.7889901,0.001613886,0.0001711416,0.00001748645,0.000006735615,0.00002995516,0.1144288,0.0005954936],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004990161,0.9905125,0.00008323837,0.001171041,0.0002120139,0.007308516,0.0000917429,0.00009134486,0.00003052337],"genre_scores_gemma":[0.001856099,0.9920992,0.00004763222,0.002289322,0.00001433792,0.002189346,0.0001717267,0.00006690287,0.001265422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8515365,"threshold_uncertainty_score":0.9999064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2771573226223237,"score_gpt":0.3903950287530852,"score_spread":0.1132377061307615,"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."}}