{"id":"W2254891690","doi":"10.1177/2374289515619944","title":"Calgary Laboratory Services","year":2015,"lang":"en","type":"article","venue":"Academic Pathology","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Department of Pathology and Laboratory Medicine, University of North Carolina School of Medicine; Calgary Laboratory Services; University of Calgary","keywords":"Government (linguistics); Test (biology); Health care; Fiscal year; Population; Service (business); Medicine; Business; Political science; Family medicine; Medical education; Economic growth; Environmental health; Finance; Marketing; Economics","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":[0.002166949,0.00119346,0.0006635639,0.003505089,0.005339317,0.005863606,0.004022979,0.00211091,0.277704],"category_scores_gemma":[0.0102916,0.0005865635,0.00053431,0.004329911,0.001424963,0.001650554,0.004134508,0.002886415,0.06108806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02875527,"about_ca_system_score_gemma":0.05479418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5168472,"about_ca_topic_score_gemma":0.5385835,"domain_scores_codex":[0.9944951,0.0004256338,0.0002794271,0.0007352781,0.00294216,0.001122461],"domain_scores_gemma":[0.9906394,0.0006997875,0.0005403605,0.0004347044,0.005672145,0.002013491],"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":[0.0001122092,0.00006748678,0.006678007,0.0003885271,0.00001391885,0.0006931011,0.0003608962,0.0002357435,0.000318382,0.008004705,0.835375,0.147752],"study_design_scores_gemma":[0.00002982989,0.0000346238,0.008425907,0.0003619763,0.000007801207,0.0004301918,0.0005679081,0.0001332799,0.000146197,0.0007840993,0.98906,0.00001817412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008348536,0.01770998,0.00253065,0.02789613,0.003907186,0.0008549993,0.01223171,0.001924771,0.924596],"genre_scores_gemma":[0.05329783,0.02278467,0.006781419,0.02269399,0.001242683,0.0004414193,0.01771052,0.0008087503,0.8742388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5168472,"threshold_uncertainty_score":0.9719964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583480617053415,"score_gpt":0.4516383234280366,"score_spread":0.293290261722695,"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."}}