{"id":"W2976976129","doi":"10.1503/cmaj.190492","title":"Skin cancer development in a birthmark","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Birthmark; Scalp; Cancer; Computer science; Medicine; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002653692,0.000637983,0.0004196009,0.001703693,0.001500844,0.001274176,0.0004720917,0.001456866,0.004649215],"category_scores_gemma":[0.002130177,0.0004503682,0.000540042,0.000777089,0.0007520539,0.0008013364,0.0008809831,0.00145464,0.0009182622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007383839,"about_ca_system_score_gemma":0.0004829611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003788377,"about_ca_topic_score_gemma":0.003089118,"domain_scores_codex":[0.9996915,0.00003729849,0.0000175389,0.0000575143,0.00008107088,0.0001152206],"domain_scores_gemma":[0.9991783,0.0001854725,0.0001861147,0.00005617489,0.00008099335,0.0003127816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001094769,0.00008947164,0.05335533,0.00002890479,0.00001350599,0.9363431,0.0003547247,0.00004150783,0.00372438,0.0004591889,0.0007589114,0.004721538],"study_design_scores_gemma":[0.000009868886,0.0001683982,0.03111878,0.00005878391,0.0000309306,0.9638737,0.0005030267,0.00011674,0.001752346,0.0002776026,0.002074487,0.00001529211],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805334,0.004169733,0.000563955,0.001170977,0.000289064,0.00003546118,0.0001442818,0.00009755644,0.01299559],"genre_scores_gemma":[0.9954607,0.001503579,0.0003040974,0.0002326946,0.00008432136,0.000005286828,0.00005889387,0.00001456261,0.002335687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004649215,"threshold_uncertainty_score":0.01555318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002517473654136549,"score_gpt":0.2114904391800047,"score_spread":0.2089729655258682,"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."}}