{"id":"W4391635990","doi":"10.1007/978-3-031-44316-9_17","title":"Malignant Adnexal Tumors of Skin (MATS)","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Dermatology; Skin tumor; Internal medicine; Cancer","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":[0.00008140164,0.0004928779,0.0003099963,0.0008655042,0.0005623989,0.001167561,0.0004074482,0.0006834975,0.0413569],"category_scores_gemma":[0.0001983543,0.0001976886,0.0002656451,0.0006956112,0.0004531559,0.0008197072,0.0007769057,0.001289191,0.01518418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003948104,"about_ca_system_score_gemma":0.0004491386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553805,"about_ca_topic_score_gemma":0.007765351,"domain_scores_codex":[0.9999368,0.000007884042,0.000003359216,0.000008381522,0.00003411112,0.000009445767],"domain_scores_gemma":[0.9999557,0.00002157303,0.00000367886,0.000003215069,0.000009095754,0.000006840125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002882604,0.0000808413,0.0002263794,0.0006685141,0.000006133989,0.001093812,0.0004403731,0.000451546,0.002317324,0.0886334,0.5593892,0.3466637],"study_design_scores_gemma":[0.000001539576,0.00001052254,0.0002619299,0.0001407297,0.00000189292,0.001316572,0.00003869233,0.00004616914,0.0001316725,0.006170792,0.9918766,0.000002883183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000971863,0.076882,0.001286921,0.00125152,0.004295637,0.00004457789,0.0001345853,0.00009701799,0.9150359],"genre_scores_gemma":[0.004570164,0.04156862,0.001512166,0.001455004,0.001662171,0.00003851034,0.0001114132,0.00004873868,0.9490332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0413569,"threshold_uncertainty_score":0.1383526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534923761584021,"score_gpt":0.2794091119505301,"score_spread":0.2440598743346899,"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."}}