{"id":"W2767303138","doi":"10.1111/ajr.12385","title":"The challenge of generalist care in remote Australia: Beyond aeromedical retrieval","year":2017,"lang":"en","type":"article","venue":"Australian Journal of Rural Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Audit; Service (business); Chronic disease; Primary care; Medical emergency; Family medicine; Disease","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":[0.001686224,0.0001156714,0.0003110316,0.0005354431,0.001002811,0.001185678,0.0006423824,0.0005764936,0.004707304],"category_scores_gemma":[0.01002198,0.0001873862,0.0001945878,0.0007372793,0.001147344,0.001079695,0.002519086,0.0007136481,0.0003921339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688195,"about_ca_system_score_gemma":0.003175409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03151103,"about_ca_topic_score_gemma":0.06812181,"domain_scores_codex":[0.997588,0.001233526,0.0002225734,0.0001754502,0.0004411349,0.0003393476],"domain_scores_gemma":[0.9919151,0.001890662,0.00341981,0.0002952676,0.0006704042,0.001808795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001504967,0.0001344059,0.9086856,0.00119822,0.0000707527,0.004669856,0.01112132,0.000398693,0.0009671425,0.0005345489,0.00502914,0.06703991],"study_design_scores_gemma":[0.00001578135,0.0002657603,0.9759228,0.0004765718,0.00001720357,0.003564635,0.01334237,0.0002279725,0.00006048965,0.0002240284,0.005870846,0.00001157732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750819,0.003745826,0.0002646172,0.01260692,0.00005897059,0.00007270925,0.0002129579,0.000016408,0.007939653],"genre_scores_gemma":[0.9963369,0.001560542,0.0003453256,0.001097071,0.0001116281,0.00001806119,0.00006406588,0.000003750748,0.0004626702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03151103,"threshold_uncertainty_score":0.06265527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07619726621595678,"score_gpt":0.425495442035131,"score_spread":0.3492981758191742,"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."}}