{"id":"W4401445223","doi":"10.31661/gmj.v13i.3214","title":"Role of Telemedicine in Improving Access to Healthcare","year":2024,"lang":"en","type":"article","venue":"Galen Medical Journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Telemedicine; Health care; Medical emergency","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":[0.006871733,0.0002880402,0.0002735025,0.00203392,0.0006486325,0.005196709,0.0008156516,0.002644746,0.02073102],"category_scores_gemma":[0.02190947,0.0001617446,0.0004738676,0.001577688,0.001888325,0.00538527,0.001933452,0.002945951,0.0009451921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341426,"about_ca_system_score_gemma":0.004105548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004650662,"about_ca_topic_score_gemma":0.004354631,"domain_scores_codex":[0.9950147,0.003135539,0.0002116284,0.0002557087,0.0008191399,0.0005632616],"domain_scores_gemma":[0.9675945,0.02397127,0.002699992,0.0008562446,0.002187784,0.002690174],"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":[0.0005093426,0.0009370398,0.06645811,0.002322221,0.0001928578,0.0007549646,0.002501305,0.002314432,0.001671641,0.1942651,0.07717922,0.6508938],"study_design_scores_gemma":[0.0003609472,0.001645176,0.1980131,0.01105699,0.0003833357,0.003317177,0.01011025,0.009720901,0.004173532,0.1157834,0.6452385,0.0001968357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08750872,0.09104519,0.005599572,0.5818522,0.00414286,0.00007789086,0.0005775273,0.0001891888,0.2290068],"genre_scores_gemma":[0.9055429,0.05259335,0.004834828,0.01938714,0.006581062,0.00004842604,0.0001481652,0.00006168519,0.01080252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02073102,"threshold_uncertainty_score":0.06935221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03202966840249882,"score_gpt":0.4063575646748982,"score_spread":0.3743278962723994,"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."}}