{"id":"W4295772481","doi":"10.1002/uog.25144","title":"OP04.12: Tele‐ultrasound for redesigning specialty healthcare delivery to remote communities","year":2022,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Specialty; Healthcare delivery; Health care delivery; Health care; Medical emergency; Family medicine","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":[0.003270858,0.0002693358,0.0001309606,0.0007805724,0.0009512841,0.001470625,0.001412388,0.0007009114,0.02415443],"category_scores_gemma":[0.004158307,0.0002609603,0.000247851,0.0006588839,0.0005743248,0.0007391115,0.002208651,0.0008138946,0.002830272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002982121,"about_ca_system_score_gemma":0.01741246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05055388,"about_ca_topic_score_gemma":0.08286356,"domain_scores_codex":[0.9984937,0.0003770718,0.0000592906,0.0001344917,0.0005580059,0.0003774533],"domain_scores_gemma":[0.996851,0.0004523843,0.0002728425,0.0002894771,0.0008026312,0.001331616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004790282,0.002246095,0.0375706,0.0006490171,0.00002046562,0.0005392651,0.002481406,0.001813382,0.00746505,0.002766578,0.06021373,0.8837554],"study_design_scores_gemma":[0.001569937,0.006467304,0.3567704,0.0008507756,0.0001315642,0.002350461,0.008177036,0.02108395,0.01762699,0.003859959,0.5809658,0.000145886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6656307,0.001164048,0.09020793,0.02251966,0.001003425,0.01013905,0.003886227,0.01315965,0.1922894],"genre_scores_gemma":[0.7013475,0.001081314,0.204562,0.004860411,0.0002737976,0.003327207,0.002693699,0.0006942592,0.08115975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05055388,"threshold_uncertainty_score":0.1005192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04719449028890112,"score_gpt":0.3265762534393649,"score_spread":0.2793817631504638,"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."}}