{"id":"W3086424151","doi":"10.1183/23120541.00340-2019","title":"Does an mHealth system reduce health service use for asthma?","year":2020,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Michael's Hospital; Kingston General Hospital; Queen's University; Victoria Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hospital for Sick Children; Public Health Ontario","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Asthma; mHealth; Psychological intervention; Emergency department; Intervention (counseling); Randomized controlled trial; Asthma management; Physical therapy; Family medicine; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004843361,0.0002074463,0.0005794457,0.000456624,0.0003725322,0.00113336,0.0007401364,0.001486523,0.008209949],"category_scores_gemma":[0.02853582,0.0001443519,0.00113096,0.0006221623,0.0005634,0.001247197,0.0008595068,0.0008403403,0.0006167388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106181,"about_ca_system_score_gemma":0.002146289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004390446,"about_ca_topic_score_gemma":0.005315963,"domain_scores_codex":[0.9952695,0.002733966,0.0003224181,0.0002412629,0.0008854493,0.0005474723],"domain_scores_gemma":[0.9901716,0.00589654,0.002280413,0.000266494,0.0006103817,0.0007746863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00938849,0.01161964,0.224039,0.01604882,0.002518662,0.000248282,0.002231246,0.0007671063,0.001435064,0.001491823,0.01259309,0.7176188],"study_design_scores_gemma":[0.003020097,0.0170419,0.9490759,0.007594188,0.001749416,0.0002804132,0.001534525,0.001288891,0.0008501324,0.001146402,0.01636465,0.00005357222],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983381,0.03243514,0.0005809821,0.05292622,0.0008491026,0.00069528,0.0008278999,0.00008949287,0.01325775],"genre_scores_gemma":[0.9863217,0.007452036,0.0009831416,0.003400915,0.0006145441,0.0003593449,0.0001819371,0.000007693873,0.0006786091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008209949,"threshold_uncertainty_score":0.02746499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3341134595708826,"score_gpt":0.5099886239136056,"score_spread":0.175875164342723,"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."}}