{"id":"W3163812540","doi":"10.2196/24634","title":"Feasibility, Efficacy, and Efficiency of eHealth-Supported Pediatric Asthma Care: Six-Month Quasi-Experimental Single-Arm Pretest-Posttest Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Usability; Medicine; Asthma; Operationalization; Physical therapy; Health care; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000797513,0.0002629407,0.0005769989,0.0003972368,0.0003605293,0.00005533376,0.0001926319,0.0001213687,0.0001906417],"category_scores_gemma":[0.0005406513,0.0002133653,0.0001223774,0.001247544,0.0004139185,0.000219611,0.0004120448,0.0005799186,0.00003413604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037085,"about_ca_system_score_gemma":0.001102625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002891222,"about_ca_topic_score_gemma":0.00002576679,"domain_scores_codex":[0.99578,0.0007582188,0.0006715158,0.0005676956,0.001522692,0.0006998987],"domain_scores_gemma":[0.996947,0.0005235989,0.0001630612,0.0005956696,0.001201226,0.0005694297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002422654,0.09869466,0.8161156,0.002791868,0.0001221686,0.0006152942,0.058616,0.000003856036,0.01117852,0.0000736226,0.001221668,0.008144054],"study_design_scores_gemma":[0.009643358,0.05326004,0.8551729,0.0001672392,0.00006243859,0.00006971948,0.06045145,0.0001187074,0.02018831,0.00001042536,0.0005345102,0.0003208827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912681,0.004021095,0.000007876748,0.000157279,0.00008994557,0.002621133,0.00006813104,0.00005579618,0.001710623],"genre_scores_gemma":[0.9994354,0.00003664421,0.00004016107,0.00004106555,0.0001339301,0.0001325595,0.00006116388,0.00003370771,0.00008541787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04543462,"threshold_uncertainty_score":0.8700784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05640893912939281,"score_gpt":0.4129191664190876,"score_spread":0.3565102272896948,"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."}}