{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004691621,0.0001148766,0.000362974,0.000259896,0.00009493603,0.00001627752,0.00003260284,0.00003229388,0.00000754493],"category_scores_gemma":[0.0004591121,0.0001117674,0.00003325369,0.0002456606,0.00007883358,0.0003041057,0.00004607642,0.0001008735,4.10883e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007058351,"about_ca_system_score_gemma":0.005488011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005756781,"about_ca_topic_score_gemma":0.0004796474,"domain_scores_codex":[0.9983151,0.00004289056,0.0007096638,0.0002237435,0.0004880074,0.000220595],"domain_scores_gemma":[0.9975852,0.00008848029,0.0001601022,0.0002379822,0.001721338,0.0002069398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004102383,0.0002464834,0.05392713,0.005757647,0.00004320525,0.000001564396,0.02818,0.004712274,0.00005848015,0.006279966,0.0004969462,0.8998861],"study_design_scores_gemma":[0.02356176,0.01986686,0.3413134,0.002431309,0.0006146941,0.00006224318,0.5359927,0.06054762,0.005701862,0.008814511,0.0003587019,0.0007342997],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906722,0.0002683579,0.004208307,0.00166238,0.00006453416,0.001835028,0.0003134666,0.00002509621,0.0009506062],"genre_scores_gemma":[0.9970179,0.000005567032,0.0005127279,0.001532118,0.00002458856,0.00001785062,0.0008683032,0.000008690002,0.00001232019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8991517,"threshold_uncertainty_score":0.9735496,"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."}}