{"id":"W2921531816","doi":"10.1016/j.dib.2019.103748","title":"Test volume data for 51 most commonly ordered laboratory tests in Calgary, Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Data in Brief","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Test (biology); Laboratory test; Medicine; Mnemonic; Family medicine; Medical emergency; Psychology; Engineering; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002829501,0.000169695,0.0003836998,0.00005361904,0.00004506146,0.00001083865,0.000830232,0.00006961351,0.000181153],"category_scores_gemma":[0.002552118,0.0001628637,0.00001028781,0.0003717467,0.00004952114,0.0002732962,0.0007684641,0.0002167737,0.00002437358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009470832,"about_ca_system_score_gemma":0.0009634533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8332555,"about_ca_topic_score_gemma":0.9851735,"domain_scores_codex":[0.998494,0.00002552603,0.0003614962,0.0005660239,0.0002061456,0.0003468121],"domain_scores_gemma":[0.9968886,0.0004434339,0.00006388707,0.002409504,0.0001113635,0.00008326314],"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":[0.00002954498,0.00008501045,0.4140547,0.0001141552,0.00002265813,0.00003790748,0.00003856861,4.958586e-7,0.0001077097,0.00002767429,0.5845574,0.0009242367],"study_design_scores_gemma":[0.001403801,0.0000731147,0.2289668,0.0001380653,0.00003042223,0.000004682192,0.0001706095,0.002107263,0.00001908528,0.000005981267,0.7669017,0.0001784016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7506658,0.01180147,0.00005394566,0.03568976,0.003823518,0.006036194,0.1706546,0.0001218838,0.0211528],"genre_scores_gemma":[0.820967,0.001064961,0.002321772,0.01453616,0.0005748469,0.0001230253,0.1529666,0.0001454029,0.007300185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1850878,"threshold_uncertainty_score":0.6641387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374367231371497,"score_gpt":0.2889292102045401,"score_spread":0.2651855378908251,"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."}}