{"id":"W4220992329","doi":"10.4103/cjrm.cjrm_71_21","title":"Why COVID-19 could be a boon for rural patient transfers","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Geography; Outbreak; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000390984,0.0001709521,0.0005279901,0.0004502902,0.0003822896,0.000008953691,0.0001764877,0.00005204883,0.00404445],"category_scores_gemma":[0.0007947193,0.0001203753,0.0002221366,0.0002675778,0.0001588857,0.00006669123,0.000009842915,0.0004489505,0.000001070835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007593177,"about_ca_system_score_gemma":0.002538273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007712133,"about_ca_topic_score_gemma":0.003050881,"domain_scores_codex":[0.9984171,0.00005152858,0.000562017,0.00008865285,0.0004621443,0.0004185739],"domain_scores_gemma":[0.9961264,0.0001389303,0.0001611091,0.0001595508,0.0001703961,0.003243599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008001616,0.00006171815,0.01171174,0.000165945,0.0002034678,0.001552098,0.008972811,0.00009874205,0.001363696,0.0007036643,0.9576091,0.01675682],"study_design_scores_gemma":[0.005270621,0.009815224,0.001911415,0.0002035754,0.0002506406,0.002092576,0.03010177,0.00003690386,0.00006730791,0.0002693128,0.9498201,0.0001605673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5450564,0.002242315,0.0002796263,0.4499277,0.001425248,0.0005363178,0.0001298404,0.00001125549,0.0003912598],"genre_scores_gemma":[0.9233029,0.00004679166,0.0001159349,0.075309,0.0002980675,0.00001865551,0.00004544273,0.00002589458,0.0008373314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3782465,"threshold_uncertainty_score":0.9988956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879871761766972,"score_gpt":0.2968930490635603,"score_spread":0.2680943314458906,"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."}}