{"id":"W4413025193","doi":"10.1177/20552076251347011","title":"Virtual care Nova Scotia: An evaluation of a hybrid model of virtual primary care to inform scaling and sustainability considerations","year":2025,"lang":"en","type":"article","venue":"Digital Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Nova scotia; Sustainability; Primary care; Nova (rocket); Scaling; Computer science; Medicine; Engineering; Geography; Family medicine; Ecology; Aeronautics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02267398,0.001069431,0.0005801163,0.00088764,0.002427047,0.003395386,0.002268201,0.001051997,0.004375065],"category_scores_gemma":[0.02433212,0.0004625121,0.001027296,0.001132058,0.00193197,0.001663069,0.004281832,0.001221418,0.0002838701],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03609364,"about_ca_system_score_gemma":0.04432197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3974086,"about_ca_topic_score_gemma":0.4626431,"domain_scores_codex":[0.9752178,0.01702496,0.000884503,0.0007743013,0.003710188,0.002388267],"domain_scores_gemma":[0.9817452,0.006406585,0.001556114,0.001233108,0.005311585,0.003747492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04341422,0.04296319,0.2359339,0.01223572,0.002386288,0.003465554,0.02072021,0.05135147,0.009195191,0.02720255,0.02835645,0.5227753],"study_design_scores_gemma":[0.03345562,0.2325862,0.4857106,0.008591638,0.002800755,0.001462667,0.0470484,0.07999433,0.007662629,0.007993682,0.09194622,0.0007473971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616494,0.000752374,0.002950679,0.002561213,0.0001729033,0.01128763,0.001880681,0.0001237977,0.01862124],"genre_scores_gemma":[0.9687356,0.0006923322,0.01847093,0.0009404374,0.0000445088,0.007774249,0.0008932783,0.00003503792,0.002413688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9639063,"threshold_uncertainty_score":0.7901909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04696582375027106,"score_gpt":0.3978923711260651,"score_spread":0.350926547375794,"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."}}