{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004536266,0.00008109085,0.0003553754,0.00009223186,0.00006264055,0.000007503341,0.0001268884,0.00002066654,0.0004100341],"category_scores_gemma":[0.00004415511,0.00004444975,0.0001486503,0.000205858,0.0008118541,0.0000210213,0.00004696273,0.0002467431,0.0001333206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000294545,"about_ca_system_score_gemma":0.00003107241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005969315,"about_ca_topic_score_gemma":0.000001325053,"domain_scores_codex":[0.9991118,0.0001449468,0.000290131,0.00008849599,0.0001784127,0.0001862122],"domain_scores_gemma":[0.9991603,0.00008951576,0.0003068838,0.0001863542,0.0001348994,0.0001220381],"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":[0.01070501,0.00055465,0.006807121,0.00001870824,0.000430487,0.03627789,0.001317363,0.000008754557,0.01672503,0.00228639,0.0168797,0.9079889],"study_design_scores_gemma":[0.002518135,0.01664703,0.03768649,0.00004345962,0.0002694226,0.2117648,0.0013548,0.000056323,0.001224691,0.0007187014,0.7275387,0.0001774993],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815023,0.00007446737,0.0003723801,0.009930522,0.000417816,0.00006550165,4.759624e-7,0.00001533477,0.007621204],"genre_scores_gemma":[0.9953593,0.0001472923,0.0004521528,0.002012033,0.00108869,8.397781e-7,2.207153e-7,0.00000949991,0.00092999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9078114,"threshold_uncertainty_score":0.4489586,"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."}}