{"id":"W6948691003","doi":"10.5281/zenodo.10697674","title":"Toronto-TNBS/erna: Paper Version","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Tendon Structure and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Process (computing); Key (lock); Work (physics); Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001874556,0.0009215693,0.001082096,0.003615155,0.001733723,0.008221019,0.001603572,0.001882058,0.7569376],"category_scores_gemma":[0.008681159,0.0004163603,0.0007822497,0.004609434,0.0008639284,0.002109916,0.001886398,0.001717084,0.6050044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006322646,"about_ca_system_score_gemma":0.007755629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06023847,"about_ca_topic_score_gemma":0.06663077,"domain_scores_codex":[0.9978169,0.000130997,0.0001190796,0.0002395056,0.001521381,0.0001720853],"domain_scores_gemma":[0.9934789,0.000565048,0.0001511529,0.0009610461,0.004139907,0.0007039402],"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":[0.00006089282,0.00001173179,0.00009025211,0.0001284446,0.000005483569,0.00004025975,0.00003424944,0.0001122039,0.0002186136,0.002860766,0.9742839,0.02215315],"study_design_scores_gemma":[0.00001340185,0.000007739196,0.0003886782,0.0000611655,0.000003299419,0.00002991315,0.00003062961,0.00007956909,0.0003767695,0.0006535645,0.9983478,0.000007615578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001206913,0.002162722,0.003244875,0.00683158,0.01463921,0.0003420451,0.1289946,0.007164516,0.8354135],"genre_scores_gemma":[0.004258077,0.001338421,0.001482812,0.0002766222,0.0006781867,0.00008525095,0.03829112,0.004061564,0.949528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2430624,"threshold_uncertainty_score":0.3466989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935639441256795,"score_gpt":0.2587784431776704,"score_spread":0.2394220487651025,"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."}}