{"id":"W4416222844","doi":"10.2196/78526","title":"Guided Inhalation via Electronic Monitoring in Children With Uncontrolled Asthma (the IMAGINE Study): Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Asthma; Remote patient monitoring; Inhalation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002893081,0.001355101,0.004395232,0.0004614822,0.0004145565,0.001146303,0.001044511,0.002134217,0.005864343],"category_scores_gemma":[0.004231133,0.000675349,0.002676411,0.0005323348,0.001087522,0.001109802,0.000714997,0.002173646,0.0004424989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007016183,"about_ca_system_score_gemma":0.001105764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196777,"about_ca_topic_score_gemma":0.001760295,"domain_scores_codex":[0.9980357,0.001155668,0.000167643,0.0003024206,0.0001514677,0.0001871229],"domain_scores_gemma":[0.9982962,0.0006079795,0.0006044203,0.0001565641,0.00008091984,0.0002538617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9806443,0.004353932,0.001312062,0.001491761,0.001866983,0.00003959067,0.00005251553,0.0001847197,0.0004640541,0.0001268227,0.0005456158,0.00891754],"study_design_scores_gemma":[0.971311,0.02528943,0.001869822,0.0001114489,0.0007473456,0.00002063881,0.00001549362,0.0001868989,0.00008285376,0.0000629347,0.0002928741,0.000009192962],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761378,0.01229473,0.0007560187,0.000874846,0.0007227505,0.005992513,0.001288537,0.0001478526,0.001785066],"genre_scores_gemma":[0.9702794,0.005972794,0.003961071,0.001170702,0.0008899407,0.01495601,0.001097041,0.00002293766,0.001650098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005864343,"threshold_uncertainty_score":0.01961821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006122074120363926,"score_gpt":0.2795838095033829,"score_spread":0.273461735383019,"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."}}