{"id":"W4408815446","doi":"10.1542/hpeds.2024-008110","title":"Cloud Care: A Feasibility Study of Cloud-Based Care Plans for Children With Medical Complexity","year":2025,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Cloud computing; Usability; Health care; Analytics; Nursing; MEDLINE; Data science; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001164501,0.0003153421,0.0007981546,0.0001890843,0.0007034481,0.000008470646,0.000553048,0.0004603889,0.00003936454],"category_scores_gemma":[0.00123946,0.0002611876,0.0001244077,0.0007812096,0.0001220153,0.00004952128,0.0001429137,0.001090921,0.00001181654],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009819345,"about_ca_system_score_gemma":0.006165837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314637,"about_ca_topic_score_gemma":0.01780213,"domain_scores_codex":[0.9955291,0.0007532033,0.001208997,0.0006691638,0.0008724911,0.0009670105],"domain_scores_gemma":[0.9959172,0.00148167,0.0005106282,0.0008291482,0.0009149528,0.0003463742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003941551,0.0008471441,0.9802369,0.002871779,0.00004561622,0.00000247683,0.00887823,0.000009623035,9.392298e-8,0.0006145606,0.005615447,0.0004839745],"study_design_scores_gemma":[0.01692666,0.01156721,0.915508,0.0003909038,0.0003796895,8.858506e-7,0.05295474,0.000131208,0.000007622902,0.0002397304,0.001340671,0.0005526622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825929,0.001000797,0.001501686,0.0006858348,0.002394538,0.01049123,0.0006377414,0.0001671721,0.0005280563],"genre_scores_gemma":[0.9969078,0.00002091327,0.0002834547,0.0003582578,0.001379288,0.0007291361,0.0002192137,0.00004448418,0.00005744758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06472889,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04065060062105021,"score_gpt":0.4078088669896119,"score_spread":0.3671582663685617,"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."}}