{"id":"W2793877491","doi":"10.1097/pas.0000000000001051","title":"Acral Spitz Nevi","year":2018,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Spitz nevus; Pagetoid; Medicine; Acral lentiginous melanoma; Pathology; Pleomorphism (cytology); Melanoma; Dermatology; Immunohistochemistry; Nevus","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":[0.0001299967,0.0003321806,0.0002419872,0.00108,0.0003866232,0.0003943814,0.0001919656,0.0001967141,0.006964214],"category_scores_gemma":[0.0007474415,0.0001561252,0.0001237885,0.0005921752,0.0004255668,0.0002130031,0.000441202,0.000221736,0.0009258906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318617,"about_ca_system_score_gemma":0.0001227258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006262742,"about_ca_topic_score_gemma":0.001685418,"domain_scores_codex":[0.9997529,0.00002684805,0.00001305424,0.00004498836,0.0001039866,0.00005801519],"domain_scores_gemma":[0.9995939,0.00006927411,0.0001794952,0.0000464149,0.00004271466,0.00006825015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007459136,0.0002906231,0.5580078,0.0009785121,0.0003220803,0.1119014,0.0009798885,0.0005209814,0.09656269,0.003259412,0.006054391,0.2203763],"study_design_scores_gemma":[0.00003777741,0.0003457504,0.4678016,0.00007520635,0.00005723641,0.5017728,0.0002445752,0.0003189785,0.003938557,0.0006654795,0.02470991,0.00003204346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780269,0.005062461,0.001708301,0.0000566351,0.0000198395,0.00009981234,0.0004473381,0.0001333177,0.01444545],"genre_scores_gemma":[0.995549,0.0009218391,0.0006339954,0.00005744659,0.00002139259,0.00001823229,0.0002257773,0.00001153645,0.002560839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006964214,"threshold_uncertainty_score":0.02329761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410508741872873,"score_gpt":0.2861333143421443,"score_spread":0.2720282269234156,"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."}}