{"id":"W4406641427","doi":"10.1016/b978-1-4557-7485-2.00015-1","title":"10.1016/b978-1-4557-7485-2.00015-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Soft tissue tumor case studies","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":[0.0001477541,0.0007478836,0.001259323,0.0003917481,0.000118878,0.00002847892,0.0002454899,0.0003689677,0.9983241],"category_scores_gemma":[0.0001105401,0.0007313399,0.0003571644,0.00008597033,0.0001895749,0.00004653033,0.0001894846,0.0006433028,0.9983199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312164,"about_ca_system_score_gemma":0.000148722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002135591,"about_ca_topic_score_gemma":5.090861e-7,"domain_scores_codex":[0.9974201,0.00001664925,0.000557165,0.0007641319,0.0006888782,0.0005530911],"domain_scores_gemma":[0.9980735,0.0001403218,0.0001485254,0.0009978177,0.0001952872,0.0004445768],"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":[0.0003908284,0.00004401282,5.794426e-8,0.00009460521,0.000385417,0.001087589,0.00003916392,7.905023e-7,0.000008486695,0.00004334522,0.452635,0.5452707],"study_design_scores_gemma":[0.0007940984,0.0006816423,0.000007351248,0.0006414215,0.0006792916,0.0004729187,0.000001442034,0.000002995788,0.00002077598,0.000144605,0.9958774,0.0006760146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002054974,0.002682959,2.392515e-7,0.00059313,0.00001042153,0.0009925123,0.0001542452,0.0005119583,0.9950525],"genre_scores_gemma":[0.000002578979,0.000006205663,0.0001534446,0.0001987896,0.001355849,0.00005183861,0.000199529,0.0002862739,0.9977455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5445947,"threshold_uncertainty_score":0.9995137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347301171153875,"score_gpt":0.2073742277077389,"score_spread":0.1939012159962002,"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."}}