{"id":"W4214494374","doi":"10.1109/icde48307.2020.00006","title":"ICDE 2020 Committees","year":2020,"lang":"en","type":"article","venue":"","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003075607,0.00004825361,0.0001080035,0.00001077454,0.0003903511,0.000002776291,0.00008754718,0.00008797277,0.008668804],"category_scores_gemma":[0.0004351394,0.0000356944,0.00001790307,0.0001063285,0.0000142025,0.00006842955,0.00004605467,0.000446093,0.008358722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002083581,"about_ca_system_score_gemma":0.0001206639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005178632,"about_ca_topic_score_gemma":0.00001309634,"domain_scores_codex":[0.999091,0.0001076412,0.00034148,0.00007141339,0.0001534335,0.0002349805],"domain_scores_gemma":[0.9992625,0.0002094333,0.00006868904,0.00008159132,0.000045405,0.0003323461],"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":[0.00001665023,0.000004000912,0.01193706,0.000254836,0.00000228825,8.097853e-7,0.004558559,0.00000134168,0.00001298214,0.009634502,0.9694772,0.00409981],"study_design_scores_gemma":[0.0003797765,0.00005046616,0.005789138,0.00003524992,0.000002312338,1.555111e-7,0.001897706,0.004142399,0.00001002071,0.0002115565,0.9874271,0.00005412908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02011304,0.00004759369,0.01069189,0.3401354,0.0005278592,0.0004155736,0.000005497691,0.0004398864,0.6276232],"genre_scores_gemma":[0.7366576,0.00004757674,0.001318674,0.2576641,0.0006877436,0.00003006021,0.00001894445,0.000007196934,0.003568138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7165445,"threshold_uncertainty_score":0.9924134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4679671713976743,"score_gpt":0.5112773231799689,"score_spread":0.04331015178229458,"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."}}