{"id":"W3202051653","doi":"10.1007/s11845-021-02718-9","title":"Meeting abstracts from the 2020 UCD School of Medicine Summer Student Research Awards (SSRA 2020)","year":2021,"lang":"en","type":"article","venue":"Irish Journal of Medical Science (1971 -)","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Robarts Clinical Trials; Western University; University of Toronto; St Joseph's Health Care; British Columbia Children's Hospital; Hospital for Sick Children; University of British Columbia; Children's Hospital of Eastern Ontario; University of Calgary","funders":"Health Research Board","keywords":"Medical education; Library science; Political science; Medicine; 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":[],"category_scores_codex":[0.001268932,0.001550034,0.0008605398,0.00113949,0.0007928254,0.002117697,0.0009945163,0.002521307,0.6269595],"category_scores_gemma":[0.001715964,0.0003389466,0.0006665257,0.0006025189,0.0002029403,0.0008948266,0.001780852,0.001875377,0.4070757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169885,"about_ca_system_score_gemma":0.001880824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766228,"about_ca_topic_score_gemma":0.00484807,"domain_scores_codex":[0.9993019,0.00008323719,0.00004935216,0.0001280916,0.0002809612,0.000156408],"domain_scores_gemma":[0.998231,0.00009047812,0.00006119037,0.00003401197,0.0005390012,0.001044473],"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":[0.0002180959,0.00008706867,0.0001791896,0.00008587287,0.000006787518,0.00003899288,0.000004711037,0.00002186101,0.0002169841,0.0001631577,0.9644862,0.03449111],"study_design_scores_gemma":[0.0001286663,0.0001275962,0.00252615,0.0001359072,0.000007455785,0.00005604658,0.00003257472,0.00007202613,0.0001042978,0.0001788157,0.9966204,0.00001002293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005062297,0.01995962,0.0009502611,0.07961866,0.2046286,0.001253544,0.0252906,0.0008570038,0.6623794],"genre_scores_gemma":[0.005093272,0.008172389,0.0005823435,0.007738326,0.02388298,0.0003539924,0.006960599,0.0001610546,0.9470551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6269595,"threshold_uncertainty_score":0.532097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2902636395123546,"score_gpt":0.5433845584999125,"score_spread":0.253120918987558,"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."}}