{"id":"W4404413116","doi":"10.1093/pch/pxae080","title":"The digital health landscape at children’s hospitals in Canada","year":2024,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Centre Hospitalier Universitaire Sainte-Justine; Montreal Children's Hospital","funders":"","keywords":"Geography; Environmental health; 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":[0.001505855,0.0002808574,0.0003227142,0.002345132,0.007779045,0.003976222,0.001415636,0.0005651321,0.004356545],"category_scores_gemma":[0.006415904,0.0003131306,0.0004336133,0.007461417,0.002761622,0.001222544,0.002807091,0.001171285,0.0002550086],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1262904,"about_ca_system_score_gemma":0.2159183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.993291,"about_ca_topic_score_gemma":0.9968202,"domain_scores_codex":[0.995029,0.0003606137,0.0001916772,0.0003730958,0.001908194,0.002137449],"domain_scores_gemma":[0.9825865,0.001191732,0.003196285,0.0002474652,0.005548686,0.007229297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001047061,0.00008031417,0.8816902,0.0005033922,0.00006224472,0.001640987,0.02241419,0.00077991,0.0005312476,0.005999945,0.02051492,0.06567789],"study_design_scores_gemma":[0.00001011011,0.00005179514,0.9241995,0.0004687101,0.00003025099,0.0006623534,0.04255868,0.0004431653,0.0002561974,0.0003080529,0.03094484,0.00006628416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546949,0.004173815,0.0003960754,0.01240806,0.00006669115,0.00011028,0.003713344,0.0000804633,0.02435642],"genre_scores_gemma":[0.9919526,0.00241712,0.001066819,0.001318532,0.000021726,0.00003034071,0.0008036205,0.0000169196,0.002372185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8737096,"threshold_uncertainty_score":0.9163055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111680961244153,"score_gpt":0.3184383655101116,"score_spread":0.3073215558976701,"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."}}