{"id":"W4320024352","doi":"10.1109/bigdata55660.2022.10020258","title":"Review of Publically Available Health Big Data Sets","year":2022,"lang":"en","type":"article","venue":"2022 IEEE International Conference on Big Data (Big Data)","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Health informatics; Public health informatics; Computer science; Informatics; Usability; Data science; Dashboard; Data mining; Information retrieval; World Wide Web; Public health; Medicine; Health policy; International health; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03155651,0.001052886,0.002251909,0.05159301,0.001735999,0.005988922,0.004058817,0.001607262,0.005779488],"category_scores_gemma":[0.1717749,0.00143258,0.002924943,0.055131,0.002227793,0.007366271,0.005693455,0.002508166,0.001540937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004370212,"about_ca_system_score_gemma":0.01835864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0154184,"about_ca_topic_score_gemma":0.02595694,"domain_scores_codex":[0.9697468,0.008623609,0.006593123,0.002592647,0.01149096,0.0009527735],"domain_scores_gemma":[0.6788823,0.2396056,0.01760661,0.01765033,0.04310214,0.003153044],"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":[0.0003414069,0.0001208881,0.0233556,0.1068988,0.001682664,0.0005018684,0.002406664,0.002688971,0.001206787,0.03216124,0.2672195,0.5614157],"study_design_scores_gemma":[0.00003262492,0.00006647575,0.02779986,0.06288251,0.0006769891,0.0005831387,0.002037218,0.0009506827,0.001090139,0.007728277,0.896001,0.0001510462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01396789,0.7586977,0.01516241,0.03616301,0.003414442,0.0009325997,0.1467903,0.001214182,0.02365757],"genre_scores_gemma":[0.06999286,0.674496,0.03367609,0.01158832,0.00287934,0.001815049,0.2027586,0.0008822184,0.001911607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05159301,"threshold_uncertainty_score":0.1668888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8077064389291911,"score_gpt":0.5061207953285485,"score_spread":0.3015856436006427,"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."}}