{"id":"W4386437703","doi":"10.1093/pch/pxad059","title":"A Canadian Paediatric Surveillance Program study to guide safe integration of virtual care for children","year":2023,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Hospital for Sick Children; University of Toronto; Trillium Health Centre; Children's Hospital of Eastern Ontario","funders":"","keywords":"Computer science; Medical emergency; 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":[0.002550781,0.0004988087,0.0004257605,0.002294279,0.001953804,0.001166056,0.00188967,0.0006064779,0.001802228],"category_scores_gemma":[0.007502219,0.0003916193,0.0005659757,0.004463616,0.0003698383,0.0005686634,0.001155464,0.0009435306,0.0001806057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01835569,"about_ca_system_score_gemma":0.03299521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9781637,"about_ca_topic_score_gemma":0.9814462,"domain_scores_codex":[0.9975242,0.0002858833,0.0001663232,0.0002291708,0.001192433,0.0006019478],"domain_scores_gemma":[0.9959968,0.0001819967,0.0005842905,0.0001018236,0.002227949,0.0009070439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004916975,0.0000643287,0.9822831,0.00008268835,0.00004029974,0.0002204062,0.001086021,0.0001078108,0.00008831348,0.0003198168,0.007693361,0.007964607],"study_design_scores_gemma":[0.00001803725,0.00004642359,0.9947642,0.000129917,0.00002711143,0.0001413129,0.001232959,0.0004429764,0.00004238958,0.00002611439,0.003117733,0.00001083567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451687,0.003542022,0.0008057104,0.002990249,0.0001780213,0.00128848,0.02234463,0.00007314759,0.02360903],"genre_scores_gemma":[0.9872286,0.002060327,0.001990535,0.0007065063,0.00003540815,0.0003852221,0.006229128,0.00001863163,0.001345561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02183628,"threshold_uncertainty_score":0.1331805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019986756740153,"score_gpt":0.3619216770046987,"score_spread":0.3417218094372971,"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."}}