{"id":"W4406662990","doi":"10.1016/b978-0-323-62453-4.00094-8","title":"10.1016/b978-0-323-62453-4.00094-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0001322694,0.0005390288,0.0008673487,0.0002966965,0.00007866233,0.00003630747,0.0002422649,0.0003846487,0.9982832],"category_scores_gemma":[0.0000231172,0.0004934535,0.000633301,0.00006023458,0.00007488443,0.00004099114,0.0001034217,0.0005114226,0.9964634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009324612,"about_ca_system_score_gemma":0.0001307219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000136211,"about_ca_topic_score_gemma":1.830182e-7,"domain_scores_codex":[0.9980072,0.00001445812,0.0004159652,0.0005853477,0.0005390218,0.0004380559],"domain_scores_gemma":[0.9984457,0.00003256768,0.0001002115,0.0008772628,0.00009847143,0.00044578],"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":[0.0001793701,0.00006238098,3.475367e-8,0.00007721595,0.0003013577,0.0004860449,0.00001133697,0.00000222631,0.00002268294,0.0001948854,0.3164745,0.682188],"study_design_scores_gemma":[0.0006782808,0.00042657,0.000003984725,0.0005877132,0.0004389346,0.0002944842,2.733691e-7,0.000009329274,0.00002104,0.000237372,0.996777,0.0005249967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002318428,0.001250975,6.253927e-7,0.000545158,0.000005017709,0.0005918928,0.00006867191,0.0002346169,0.9973007],"genre_scores_gemma":[0.000002500424,0.000003299272,0.0001489687,0.0002169443,0.0009681481,0.0000166468,0.0003027511,0.0002092618,0.9981315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.681663,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008594342612789239,"score_gpt":0.1828940328267903,"score_spread":0.174299690214001,"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."}}