{"id":"W4411379891","doi":"10.1177/21501319251338376","title":"Impacts of the COVID-19 Pandemic on Primary Care Utilization: An Analysis of Primary Care Claims Data in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Lethbridge; University of Calgary","funders":"","keywords":"Medicine; Pandemic; Primary care; Coronavirus disease 2019 (COVID-19); Demographics; Health care; Family medicine; Demography; Primary health care; Environmental health; Disease; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001758458,0.0002647055,0.00149609,0.0009007486,0.0003729284,0.00001087423,0.001045307,0.0001352284,0.00002769326],"category_scores_gemma":[0.0004809693,0.0002044382,0.0001781905,0.001867416,0.0001256191,0.000236867,0.0003529154,0.001475153,8.479055e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01455328,"about_ca_system_score_gemma":0.0513601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8564435,"about_ca_topic_score_gemma":0.9794871,"domain_scores_codex":[0.9945769,0.001750901,0.001949504,0.0002384989,0.001080423,0.000403754],"domain_scores_gemma":[0.9937633,0.001093681,0.001644955,0.002063859,0.0009208254,0.0005133558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007323997,0.0002464854,0.9231429,0.01148097,0.0003374581,0.00001274193,0.01690071,0.0002041916,0.00005201787,0.00002418862,0.003336255,0.04352965],"study_design_scores_gemma":[0.003628306,0.001278449,0.9431936,0.001185761,0.0008764461,0.00003487549,0.04005098,0.00001938228,0.00003182043,0.00001120594,0.00957277,0.0001164669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847669,0.005997716,0.00009727682,0.005269808,0.0003283776,0.000877995,0.0007872984,0.00001135789,0.001863265],"genre_scores_gemma":[0.9554703,0.00145179,0.0002862006,0.03569493,0.0000717346,0.000003873372,0.006988347,0.00002061007,0.0000121912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1230437,"threshold_uncertainty_score":0.9892297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104558458853122,"score_gpt":0.4212744139847958,"score_spread":0.3108185680994836,"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."}}