{"id":"W4239495805","doi":"10.1109/icstw.2019.00014","title":"ITEQS 2019 Program Committee","year":2019,"lang":"en","type":"article","venue":"","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Calgary","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02221852,0.001124889,0.001060954,0.003617493,0.005647778,0.01163771,0.004980266,0.01642748,0.3086747],"category_scores_gemma":[0.025125,0.001074598,0.002062535,0.001426022,0.001408145,0.002807204,0.006106304,0.008300158,0.1977147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007195927,"about_ca_system_score_gemma":0.05087008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02987965,"about_ca_topic_score_gemma":0.07557975,"domain_scores_codex":[0.9850626,0.001716701,0.0005128215,0.0007798377,0.008970399,0.002957619],"domain_scores_gemma":[0.9588202,0.002464032,0.0009573955,0.001311646,0.02750096,0.008945727],"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":[0.00003583787,0.0001037018,0.0001523578,0.00007544949,0.000004158707,0.00002016786,0.00002043052,0.00004882958,0.0001547044,0.003008689,0.9848245,0.01155119],"study_design_scores_gemma":[0.00002608797,0.00003181506,0.0006344778,0.0001205109,0.000005261837,0.00001540039,0.00004560231,0.00007961387,0.0001829615,0.0007680689,0.998082,0.000008214683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002062269,0.001618845,0.005245902,0.1668574,0.05665186,0.003948839,0.009710327,0.00198474,0.7519197],"genre_scores_gemma":[0.001977959,0.0004034873,0.001312621,0.02405777,0.003216051,0.0005968714,0.003304203,0.0002706874,0.9648603],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6913253,"threshold_uncertainty_score":0.9860917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037985942226263,"score_gpt":0.5153928914780062,"score_spread":0.4115942972553798,"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."}}