{"id":"W4406644529","doi":"10.1016/b978-84-8086-959-1.00575-7","title":"10.1016/b978-84-8086-959-1.00575-7","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":[0.0001208495,0.0005571862,0.0008340748,0.0002978708,0.00008442647,0.00002453952,0.0002454784,0.0004229712,0.9985983],"category_scores_gemma":[0.00002777139,0.0004894003,0.0003326911,0.00007368475,0.0001035919,0.00004332184,0.00009173695,0.0006580017,0.997631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109837,"about_ca_system_score_gemma":0.0001919392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001610664,"about_ca_topic_score_gemma":3.62083e-7,"domain_scores_codex":[0.9979788,0.00001463158,0.0004723289,0.0005748536,0.0005085712,0.0004507897],"domain_scores_gemma":[0.99849,0.00006625325,0.0001358899,0.0006944692,0.0001046264,0.0005088029],"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":[0.0006268422,0.00005347064,1.903146e-8,0.00007036417,0.0001888651,0.002724079,0.00001988068,0.000007134468,0.00000271463,0.0001328881,0.5615937,0.4345801],"study_design_scores_gemma":[0.0006396764,0.000509464,0.000005330134,0.0004852924,0.0002787365,0.001615692,3.734993e-7,0.00001049725,0.00001935278,0.0002595228,0.9956508,0.0005253006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004646127,0.0007280087,7.194982e-7,0.0005063195,0.000007850654,0.0005740082,0.0001183689,0.0002357462,0.9978243],"genre_scores_gemma":[0.000006086053,0.000001022923,0.00006716883,0.0002599749,0.001170769,0.00001801655,0.0003394238,0.0001572616,0.9979803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4340571,"threshold_uncertainty_score":0.9997557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030940298061097,"score_gpt":0.1923531315814906,"score_spread":0.1820437286008796,"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."}}