{"id":"W4406663260","doi":"10.1016/b978-0-323-54940-0.00067-5","title":"10.1016/b978-0-323-54940-0.00067-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Teratomas and Epidermoid Cysts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Soft tissue; Medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012942,0.000596603,0.0009567995,0.0003039877,0.00008145244,0.00004817402,0.0002303414,0.0005278283,0.9983233],"category_scores_gemma":[0.00002780368,0.0005509191,0.0003521053,0.00005607923,0.00007377103,0.00005799722,0.0000936244,0.0005714993,0.9972751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362928,"about_ca_system_score_gemma":0.0001492692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001967884,"about_ca_topic_score_gemma":4.192556e-7,"domain_scores_codex":[0.9978229,0.0000157098,0.0005367893,0.0006474638,0.0004846679,0.0004924163],"domain_scores_gemma":[0.9982764,0.00005518298,0.0001273243,0.0008967089,0.0001130167,0.0005313307],"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":[0.000229102,0.00003123133,2.482204e-8,0.0000537718,0.0001388414,0.0002905284,0.00001137492,0.000001218863,0.00001376837,0.00005749481,0.5100672,0.4891055],"study_design_scores_gemma":[0.0006890032,0.0004662022,0.000007449895,0.0005556453,0.0002907935,0.0002710446,2.539928e-7,0.00001603222,0.0000238993,0.0001909941,0.9969362,0.0005524665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003767977,0.0007962512,4.965113e-7,0.0007978423,0.000008465379,0.0006309261,0.0001090439,0.0003202589,0.9973329],"genre_scores_gemma":[0.00000769502,0.000002558748,0.0001180199,0.0003930953,0.001087339,0.0000247093,0.0002692159,0.0002134719,0.9978839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.488553,"threshold_uncertainty_score":0.9996942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009637300221407208,"score_gpt":0.1940396736387136,"score_spread":0.1844023734173064,"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."}}