{"id":"W4308924672","doi":"10.1016/j.jcjd.2022.09.002","title":"Provincial Care Gaps in Frequency of Hemoglobin A1C Testing in Alberta","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Hemoglobin; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002118541,0.0001938563,0.0005186578,0.001382533,0.003391881,0.001704534,0.002626496,0.0007941051,0.003250445],"category_scores_gemma":[0.01044054,0.0004273101,0.000504815,0.005062697,0.0009320555,0.000498036,0.00177655,0.001126505,0.0001891927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04684153,"about_ca_system_score_gemma":0.07926594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99582,"about_ca_topic_score_gemma":0.9972121,"domain_scores_codex":[0.9958445,0.0005243576,0.0002481768,0.0003573642,0.001284234,0.001741269],"domain_scores_gemma":[0.9902437,0.002021752,0.00143235,0.0002708116,0.0038015,0.002229925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000276589,0.0001810835,0.9566086,0.0001441577,0.00009570299,0.0004120031,0.003360167,0.001472402,0.000162638,0.002194132,0.01371168,0.02138084],"study_design_scores_gemma":[0.000040613,0.00003803399,0.9891204,0.0001222508,0.00003780476,0.0001520785,0.004925986,0.001982778,0.00008612076,0.000292533,0.003178655,0.00002277696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733911,0.001245056,0.0003422041,0.006340509,0.0001077602,0.0000735267,0.005112168,0.00005017334,0.01333757],"genre_scores_gemma":[0.995774,0.0003509626,0.0003764107,0.0006653111,0.00001678594,0.00002895944,0.001067017,0.00001030216,0.001710321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04684153,"threshold_uncertainty_score":0.3398607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00963891236504564,"score_gpt":0.2085750404432272,"score_spread":0.1989361280781816,"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."}}