{"id":"W2087983021","doi":"10.1177/1357633x0501100108","title":"An Assessment of the Telehealth Needs and Health-Care Priorities of Tanna Island: A Remote, Under-Served and Vulnerable Population","year":2005,"lang":"en","type":"article","venue":"Journal of Telemedicine and Telecare","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Telehealth; Medicine; Health care; Population; Nursing; Typhoid fever; Public health; Malaria; Medical emergency; Telemedicine; Family medicine; Environmental health; Economic growth","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":[0.0004764993,0.0002029959,0.0002110478,0.001056254,0.003253421,0.001302288,0.0004202229,0.0004929843,0.002225364],"category_scores_gemma":[0.00151809,0.0002159461,0.0002057146,0.001226326,0.0007060132,0.0005025532,0.001220316,0.0005063115,0.0001997729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003544871,"about_ca_system_score_gemma":0.004498831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6287137,"about_ca_topic_score_gemma":0.7996082,"domain_scores_codex":[0.9994504,0.0001025261,0.00002872764,0.00003389709,0.0001150034,0.0002694774],"domain_scores_gemma":[0.9991257,0.0001175402,0.0001309083,0.00001562506,0.0002415923,0.0003686871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007544074,0.0001360205,0.9027045,0.0001242015,0.00002451974,0.001493219,0.07376225,0.0001195281,0.002449004,0.0002581231,0.0007384006,0.0181148],"study_design_scores_gemma":[0.000007971564,0.0001939567,0.7642649,0.00006028617,0.00001688739,0.0008328243,0.2310943,0.0002604212,0.0001755575,0.00008276292,0.002986466,0.00002357731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990571,0.00006652882,0.0000196105,0.0001855691,0.00000200328,0.00001600042,0.00005839915,9.656181e-7,0.0005937599],"genre_scores_gemma":[0.9990863,0.0001729105,0.0001249722,0.00009711626,0.000003465851,0.00001388694,0.00006392418,0.000001013458,0.0004365331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6287137,"threshold_uncertainty_score":0.7469457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557014543933618,"score_gpt":0.350140669413989,"score_spread":0.3345705239746528,"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."}}