{"id":"W3197680494","doi":"10.36849/jdd.6229","title":"US Cutaneous Oncodermatology Management (USCOM): A Practical Algorithm","year":2021,"lang":"en","type":"article","venue":"Journal of Drugs in Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Intestinal Research; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Algorithm","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":[0.02495429,0.002600106,0.001251853,0.004938147,0.003227567,0.003733155,0.003289321,0.004660957,0.01088958],"category_scores_gemma":[0.02715212,0.0008451637,0.002690235,0.002230095,0.002109226,0.005039261,0.008256349,0.00511404,0.003543744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005572263,"about_ca_system_score_gemma":0.01953923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370984,"about_ca_topic_score_gemma":0.005739915,"domain_scores_codex":[0.9801261,0.01213557,0.002531428,0.0008912504,0.003291938,0.001023637],"domain_scores_gemma":[0.9859226,0.003970773,0.001297604,0.0005038145,0.005737758,0.002567357],"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":[0.0005075724,0.002735828,0.02122389,0.004750629,0.0002279247,0.002185115,0.00444295,0.009498213,0.002065699,0.02295066,0.2712475,0.658164],"study_design_scores_gemma":[0.00181498,0.002514525,0.02960723,0.02056377,0.0004920228,0.008227405,0.01519784,0.03774787,0.003004382,0.1200087,0.7603942,0.000427049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.06781687,0.01089191,0.3374724,0.3447298,0.006200556,0.0774851,0.00298504,0.002985581,0.1494326],"genre_scores_gemma":[0.061974,0.005513382,0.8902447,0.01400691,0.0007408937,0.0169158,0.002773003,0.0001339631,0.007697311],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02495429,"threshold_uncertainty_score":0.1319725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303212535511401,"score_gpt":0.3218113085255411,"score_spread":0.3087791831704271,"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."}}