{"id":"W4380680314","doi":"10.2196/46341","title":"Exploring Caregiver Interest in and Preferences for Interventions for Children With Risk of Asthma Exacerbation: Web-Based Survey","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Asthma; Exacerbation; Psychological intervention; Medicine; Intervention (counseling); Asthma exacerbations; Family medicine; Nursing; Internal medicine","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":[0.003872417,0.0002490496,0.0004153136,0.0009787859,0.0005655354,0.0005619512,0.0003007072,0.0003322382,0.002078795],"category_scores_gemma":[0.01139104,0.0002435552,0.0007304379,0.0009046756,0.0002064727,0.0006448255,0.0008453803,0.0007071961,0.0002995527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009163277,"about_ca_system_score_gemma":0.00090351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006127376,"about_ca_topic_score_gemma":0.01106879,"domain_scores_codex":[0.9981608,0.0008066105,0.0003949726,0.0001305681,0.0003218932,0.0001852088],"domain_scores_gemma":[0.9930755,0.0020349,0.003148001,0.0001817224,0.0008034047,0.0007565607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001127964,0.0002818225,0.9854917,0.0001985077,0.00006360135,0.00008673591,0.002327654,0.00007840421,0.0001431506,0.00002562965,0.001311816,0.009878214],"study_design_scores_gemma":[0.00004265016,0.0003568594,0.9899434,0.0001475003,0.00004637682,0.000226586,0.006550096,0.0004187027,0.0001939683,0.00003223618,0.002025376,0.00001625067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970012,0.0002102783,0.0001560994,0.0002469645,0.000006414421,0.0001632208,0.001388991,0.000008959199,0.0008178581],"genre_scores_gemma":[0.9955903,0.0006501592,0.001465755,0.0001936715,0.00001157965,0.000596108,0.001219383,0.000004888148,0.0002681575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006127376,"threshold_uncertainty_score":0.02047956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.296218588112026,"score_gpt":0.4294608428088842,"score_spread":0.1332422546968582,"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."}}