{"id":"W4416407668","doi":"10.1177/15305627251395130","title":"The Impact of Telehealth Integration on Rural Health care Professional Retention and Job Satisfaction","year":2025,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Telehealth; Job satisfaction; Patient satisfaction; MEDLINE; Health care; Cochrane Library; Rural area; Telemedicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005468797,0.0002923297,0.001432314,0.002555982,0.0004888435,0.002288951,0.0007691654,0.0008570494,0.004776165],"category_scores_gemma":[0.02516719,0.0002482341,0.00241457,0.00367467,0.0006313274,0.001632332,0.001257984,0.0009980549,0.0001812615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375494,"about_ca_system_score_gemma":0.003696298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004941921,"about_ca_topic_score_gemma":0.007166272,"domain_scores_codex":[0.9960837,0.002146734,0.0006335373,0.0002185566,0.0006962029,0.0002212344],"domain_scores_gemma":[0.9788179,0.01638181,0.002793394,0.0001989588,0.001451954,0.0003560636],"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":[0.001013726,0.0004091896,0.03166172,0.405947,0.006605913,0.0003349846,0.004314321,0.0004031692,0.0004319452,0.001062799,0.00359308,0.5442222],"study_design_scores_gemma":[0.001170342,0.003626663,0.2411154,0.6611197,0.02946182,0.002256632,0.01524994,0.001153793,0.001033668,0.002266911,0.04138705,0.0001580764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1027573,0.8851331,0.0007272733,0.003778869,0.0004003054,0.000315063,0.0005703169,0.0000215351,0.006296292],"genre_scores_gemma":[0.5426809,0.4530466,0.001293841,0.001344431,0.0003560603,0.0004356337,0.0002571108,0.000009597171,0.0005757768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005468797,"threshold_uncertainty_score":0.02892214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823149214866076,"score_gpt":0.4184830275027446,"score_spread":0.3902515353540839,"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."}}