{"id":"W3159846594","doi":"10.1177/12034754211016290","title":"The Accuracy and Completeness of Mohs Surgery Referrals of Nonmelanoma Skin Cancers","year":2021,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Victoria Park; Quebec - Clinical Research Organization in Cancer","funders":"","keywords":"Medicine; Mohs surgery; Skin cancer; Dermatology; Completeness (order theory); Dermatoscopy; Surgery; Melanoma; Cancer; Internal medicine","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":[0.008963528,0.00009828479,0.0003269569,0.001937742,0.0005874775,0.001107642,0.001048636,0.001227885,0.002234177],"category_scores_gemma":[0.08177857,0.0002846713,0.000381263,0.002538988,0.0004904755,0.001123314,0.0007555816,0.0005207066,0.000481526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387303,"about_ca_system_score_gemma":0.0009499182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03039385,"about_ca_topic_score_gemma":0.03855108,"domain_scores_codex":[0.9888384,0.005168552,0.002674194,0.0006145292,0.001847996,0.0008563752],"domain_scores_gemma":[0.8871878,0.06523292,0.0149075,0.006949299,0.02392754,0.001794857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009236761,0.0000136526,0.9918903,0.0000414971,0.00002684945,0.0001788976,0.0002857035,0.00005284393,0.0001018821,0.00008520557,0.001801489,0.005429243],"study_design_scores_gemma":[0.00001008439,0.00006823973,0.9915501,0.0001564677,0.00005041259,0.001567921,0.001625697,0.0005095956,0.0003013895,0.0001324032,0.004016951,0.00001059377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962186,0.004569568,0.0002640082,0.0145024,0.0004473976,0.00003602696,0.002720791,0.00001439409,0.01525949],"genre_scores_gemma":[0.996218,0.0007609087,0.0002363091,0.001363672,0.0002432657,0.000009801189,0.0004525071,0.000004840893,0.0007107765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03039385,"threshold_uncertainty_score":0.06043386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0661774253790149,"score_gpt":0.3012239345347347,"score_spread":0.2350465091557198,"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."}}