{"meta":{"query_hash":"61b8abfaeb50","filters":{"venue":"2021 International Conference on e-Health and Bioengineering (EHB)"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/61b8abfaeb50","api":"https://metacan.xera.ac/api/v1/cohort?venue=2021+International+Conference+on+e-Health+and+Bioengineering+%28EHB%29"},"results":[{"id":"W4205267667","doi":"10.1109/ehb52898.2021.9657578","title":"Fake News Management in Healthcare","year":2021,"lang":"en","type":"article","venue":"2021 International Conference on e-Health and Bioengineering (EHB)","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Health care; Computer science; Business; Internet privacy; Political science","score_opus":0.05747232401128411,"score_gpt":0.35922504282032897,"score_spread":0.30175271880904486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205267667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6287354,0.025149196,0.20955892,0.032656286,0.0010694724,0.0015259986,0.00169024,0.0024335126,0.097181],"genre_scores_gemma":[0.9811032,0.0021356873,0.012816062,0.00035264928,0.00021605325,0.00006406091,0.00021191966,0.000023394645,0.0030770034],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940779,0.0030576081,0.00043072886,0.0006466444,0.0012821167,0.0005050101],"domain_scores_gemma":[0.9676982,0.021849796,0.0048072254,0.0020782787,0.0028602795,0.0007061741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00390877,0.00055860373,0.0007459078,0.0026391703,0.0017421443,0.006336225,0.0007193102,0.0026582489,0.0050641433],"category_scores_gemma":[0.03168799,0.0004247182,0.00047919946,0.0017742814,0.001226775,0.005584984,0.0014739542,0.0011984207,0.0014846114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017258134,0.0011245471,0.10901138,0.0020270362,0.0003836271,0.0016935334,0.004686235,0.09372805,0.0060885507,0.077989325,0.03382214,0.6677197],"study_design_scores_gemma":[0.00015059364,0.0009201031,0.05879368,0.00074543175,0.00037406353,0.0025001469,0.0059039267,0.7865979,0.0133472225,0.07392907,0.056455415,0.000282501],"about_ca_topic_score_codex":0.0047800853,"about_ca_topic_score_gemma":0.0019237248,"teacher_disagreement_score":0.006336225,"about_ca_system_score_codex":0.0027537122,"about_ca_system_score_gemma":0.0016854272,"threshold_uncertainty_score":0.020671785},"labels":[],"label_agreement":null},{"id":"W4206231200","doi":"10.1109/ehb52898.2021.9657715","title":"Generating Physician Standing Orders for Unplanned Care Scenarios using the HL7 FHIR Patient Summaries","year":2021,"lang":"en","type":"article","venue":"2021 International Conference on e-Health and Bioengineering (EHB)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Workflow; Order (exchange); Computer science; Health care; Order entry; Plan (archaeology); Patient care; SOAP; Medical emergency; Medicine; World Wide Web; Database; Nursing; Business","score_opus":0.08601145570180273,"score_gpt":0.4036145601108501,"score_spread":0.3176031044090474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206231200","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08686626,0.0006971387,0.664965,0.0020643447,0.00043371037,0.003859997,0.041402295,0.17355011,0.026161186],"genre_scores_gemma":[0.22814262,0.00062905496,0.721036,0.00040579724,0.00019061152,0.0007125221,0.036077987,0.0035168577,0.009288504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976718,0.0007438702,0.00052985357,0.00033777842,0.000646814,0.000069800044],"domain_scores_gemma":[0.9869376,0.007293854,0.0011543134,0.0021930207,0.0021496573,0.00027162515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003992862,0.0009469408,0.00044735486,0.002689035,0.0005723796,0.0024164647,0.00094554876,0.00056608143,0.0099564735],"category_scores_gemma":[0.018512996,0.00042421074,0.0006412245,0.001615629,0.00023504303,0.0016065676,0.000995874,0.0006067757,0.0038543527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008933515,0.0005422266,0.017968763,0.0017391191,0.00011622019,0.0014065399,0.0028418647,0.015637193,0.01731449,0.0071603986,0.10246121,0.8319186],"study_design_scores_gemma":[0.00093153986,0.001358799,0.03178133,0.0010583781,0.0003257593,0.002471392,0.0023181525,0.3330186,0.14750867,0.019588314,0.45898288,0.0006561819],"about_ca_topic_score_codex":0.0036441511,"about_ca_topic_score_gemma":0.0050685154,"teacher_disagreement_score":0.0099564735,"about_ca_system_score_codex":0.00074506376,"about_ca_system_score_gemma":0.0019966718,"threshold_uncertainty_score":0.03330773},"labels":[],"label_agreement":null}]}