{"id":"W4406645897","doi":"10.1016/b978-84-8086-689-7.00028-2","title":"10.1016/b978-84-8086-689-7.00028-2","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0001200263,0.0005593121,0.0008405372,0.000303182,0.00008503868,0.00002542255,0.0002455447,0.0004235189,0.9987931],"category_scores_gemma":[0.00002689456,0.0004926538,0.0003408222,0.00007427804,0.0001069234,0.00004294929,0.00008710497,0.0006616429,0.9978606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089211,"about_ca_system_score_gemma":0.0001994714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001864563,"about_ca_topic_score_gemma":3.013141e-7,"domain_scores_codex":[0.9979727,0.00001537319,0.0004736067,0.0005719639,0.0005154966,0.0004508097],"domain_scores_gemma":[0.9984822,0.00006806336,0.0001355151,0.0006938841,0.0001066112,0.0005136719],"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":[0.0006181804,0.00005384876,1.486859e-8,0.00006958586,0.0001825864,0.002399179,0.00002290949,0.00000686852,0.000002592971,0.0001256302,0.5061992,0.4903194],"study_design_scores_gemma":[0.0006335248,0.0005355405,0.000004950419,0.0005566662,0.0003217084,0.001720472,4.221524e-7,0.00001043991,0.00002375193,0.0002690062,0.9953951,0.0005284611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005131495,0.0007409386,6.426267e-7,0.0004939312,0.000007506014,0.000569686,0.0001147799,0.0002381776,0.9978292],"genre_scores_gemma":[0.000007266292,0.000001109869,0.00006194574,0.0002633476,0.001159043,0.00001875395,0.0003176749,0.0001593494,0.9980115],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4897909,"threshold_uncertainty_score":0.9997525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047251691393284,"score_gpt":0.1918996851811557,"score_spread":0.1814271682672229,"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."}}