{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001943616,0.0001518878,0.0004586788,0.0001062549,0.0005753195,0.0002786464,0.0006172723,0.00008428944,0.0001315685],"category_scores_gemma":[0.0003967703,0.00009079139,0.00006705,0.0006249032,0.00007365537,0.0003919678,0.0003498785,0.0004106611,0.0001841637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236357,"about_ca_system_score_gemma":0.002492466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602217,"about_ca_topic_score_gemma":0.0002312782,"domain_scores_codex":[0.996817,0.000669014,0.0003741982,0.0006395041,0.0007489685,0.0007513004],"domain_scores_gemma":[0.9967319,0.0002162944,0.00008171624,0.0006021029,0.0006802873,0.001687652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02911462,0.003151326,0.03251112,0.04199173,0.0003619948,0.0008250752,0.01516636,0.000081048,0.009089319,0.0144778,0.6234713,0.2297583],"study_design_scores_gemma":[0.004689105,0.005679904,0.03870364,0.000974179,0.00002168927,0.0000254165,0.01515595,0.003565091,0.0009828073,0.00003632191,0.9298579,0.0003080025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7936069,0.0009002119,0.0002868451,0.1877421,0.0003887998,0.01300077,0.0004621662,0.0002987368,0.003313449],"genre_scores_gemma":[0.9805984,0.00004963706,0.002152676,0.01297797,0.001178866,0.0004379933,0.0001632742,0.00008237133,0.002358736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3063866,"threshold_uncertainty_score":0.442495,"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."}}