{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009706288,0.0005616511,0.0006456237,0.007988849,0.001550907,0.001805986,0.001727888,0.0003691241,0.009565135],"category_scores_gemma":[0.008973548,0.0004180008,0.0006710073,0.01715933,0.0004130957,0.0004834821,0.0007741318,0.0009309429,0.001005965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03676478,"about_ca_system_score_gemma":0.05106788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946249,"about_ca_topic_score_gemma":0.9963894,"domain_scores_codex":[0.9972457,0.0001477484,0.0003080712,0.0002081007,0.001636367,0.0004540614],"domain_scores_gemma":[0.9895175,0.001215967,0.001305967,0.000203554,0.006751637,0.001005331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002633714,0.00006840001,0.7463393,0.0009431742,0.0002971936,0.0003303315,0.0005657237,0.002217556,0.0001984535,0.001178036,0.2061161,0.04148217],"study_design_scores_gemma":[0.00003434252,0.00003610022,0.9624917,0.0005040948,0.0001110652,0.000179413,0.0009033674,0.0006367723,0.0001726292,0.0001478713,0.03474014,0.00004252943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1840264,0.008882902,0.0008109364,0.002245083,0.0002672528,0.0003302089,0.7582647,0.000233429,0.04493917],"genre_scores_gemma":[0.5848134,0.01354301,0.002708641,0.001758366,0.0001852276,0.0003171543,0.3757371,0.0001361042,0.02080111],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03676478,"threshold_uncertainty_score":0.2667484,"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."}}