{"id":"W4406649340","doi":"10.1016/b978-2-294-61208-4.50010-3","title":"10.1016/b978-2-294-61208-4.50010-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dorsum; Anatomy; 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":[0.00008570715,0.0005976996,0.0008241911,0.0002791258,0.00007995032,0.00002885565,0.0001774842,0.0004823252,0.9979628],"category_scores_gemma":[0.00000931666,0.0005198884,0.0003708177,0.00004588118,0.00009256329,0.00003950005,0.0000623077,0.0004621325,0.9970339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140999,"about_ca_system_score_gemma":0.0001399828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002525043,"about_ca_topic_score_gemma":5.960449e-7,"domain_scores_codex":[0.9980578,0.00001004589,0.0004165655,0.0006013436,0.0004718155,0.0004423862],"domain_scores_gemma":[0.9984726,0.00004426945,0.00009724648,0.0008155581,0.00009049798,0.0004797687],"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":[0.0004563326,0.0001221001,7.051638e-8,0.00005043874,0.0004052494,0.0003990004,0.00001934329,0.000001127569,0.000004741475,0.0001283426,0.2421179,0.7562953],"study_design_scores_gemma":[0.001161371,0.001180697,0.000009053879,0.0004251854,0.0006615604,0.0001896307,3.575324e-7,0.000003928756,0.00002602562,0.0002465684,0.9956291,0.0004665375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003495464,0.0006797016,2.81331e-7,0.0003869151,0.000005264124,0.0009111884,0.0001503543,0.0002528242,0.99761],"genre_scores_gemma":[0.000003889231,0.000003969726,0.0001639139,0.0001307338,0.0006650051,0.00004482751,0.0005869663,0.0001871738,0.9982135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7558288,"threshold_uncertainty_score":0.9997253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307420353419896,"score_gpt":0.1957323856358219,"score_spread":0.1826581821016229,"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."}}