{"id":"W4251952567","doi":"10.1109/vast.2018.8802411","title":"VAST 2018 International Program Committee","year":2018,"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 Toronto","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":[0.000696278,0.00005738292,0.00008452067,0.00005911059,0.0005832929,0.000007978622,0.0001538154,0.0001151749,0.01367993],"category_scores_gemma":[0.0002188793,0.0000424165,0.0000194178,0.00008636722,0.0000755721,0.0001188731,0.00006843035,0.0003166707,0.01031645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007444412,"about_ca_system_score_gemma":0.0001355542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001301379,"about_ca_topic_score_gemma":0.0001197959,"domain_scores_codex":[0.9989108,0.00007860797,0.000389831,0.00008623597,0.00023813,0.0002964226],"domain_scores_gemma":[0.9992464,0.0001245548,0.0001042969,0.0001505609,0.0002180081,0.0001562423],"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":[0.00002486954,0.0000432307,0.01831808,0.00006600069,0.000007632948,2.737444e-7,0.001680112,4.591017e-8,0.000004357792,0.01258808,0.8748686,0.09239877],"study_design_scores_gemma":[0.0003912157,0.0001252844,0.01575192,0.00006521428,0.000002032853,5.682527e-7,0.0005471933,0.002449615,0.000008004662,0.0004664547,0.98014,0.00005248036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01843661,0.000005468793,0.005186128,0.01613354,0.004255664,0.0005729091,0.000005181234,0.0004540033,0.9549505],"genre_scores_gemma":[0.9045825,0.00003043591,0.01442579,0.03016889,0.004804566,0.0002725508,0.00008294716,0.00001554612,0.04561675],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9093338,"threshold_uncertainty_score":0.9904541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3545391382454655,"score_gpt":0.550738257084862,"score_spread":0.1961991188393965,"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."}}