{"id":"W3136313651","doi":"10.22605/rrh6354","title":"Factors associated with teletrauma utilization in rural areas: a review of the literature","year":2021,"lang":"en","type":"review","venue":"Rural and Remote Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Medicine; Rural area; Environmental health; Geography; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000476561,0.0003110687,0.002036573,0.0001460343,0.00008192129,0.000009092277,0.00007140091,0.0001835327,0.00003190721],"category_scores_gemma":[0.0002642327,0.0001423855,0.0001871102,0.00132421,0.0000499275,0.00004351982,0.00003076785,0.0005770318,2.510505e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291968,"about_ca_system_score_gemma":0.001043434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002369797,"about_ca_topic_score_gemma":0.0002088126,"domain_scores_codex":[0.9976478,0.0004447336,0.001007082,0.0002102712,0.0003723302,0.0003177549],"domain_scores_gemma":[0.998458,0.0001215354,0.000849254,0.0002575309,0.0001495168,0.0001641672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003434571,0.00003201587,0.0005670362,0.1585354,0.00004815569,0.000004319425,0.0002069816,4.351681e-9,2.403085e-8,0.00001248575,0.0006959889,0.8398942],"study_design_scores_gemma":[0.0005752814,0.0002986497,0.0115086,0.7267102,0.0003130522,0.00008665725,0.0002629529,0.000002391463,2.819803e-7,0.000004769407,0.260116,0.0001211177],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001120149,0.9943917,0.000003488675,0.00222476,0.0001171333,0.002012667,0.00007345334,0.00001838747,0.0000382773],"genre_scores_gemma":[0.0001978059,0.9953884,0.00002797856,0.001828837,0.00007859935,0.000006244656,0.002318196,0.00002765541,0.0001263027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8397731,"threshold_uncertainty_score":0.5806311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036957551109375,"score_gpt":0.4095627612954113,"score_spread":0.3058670061844738,"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."}}