{"id":"W3153229544","doi":"10.2196/26442","title":"Feasibility and Acceptability of an Asthma App to Monitor Medication Adherence: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia","keywords":"Medicine; Asthma; Inhaler; Observational study; Medication adherence; Asthma medication; mHealth; Physical therapy; Internal medicine; Psychological intervention; Psychiatry","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":[0.01967795,0.0008445181,0.00126617,0.0008770963,0.001338271,0.001601061,0.0008741373,0.001170461,0.001802437],"category_scores_gemma":[0.01481158,0.0007876712,0.001985396,0.0005933481,0.0006634656,0.001175762,0.001193058,0.0008469469,0.0005622711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008747426,"about_ca_system_score_gemma":0.001321557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894365,"about_ca_topic_score_gemma":0.002959283,"domain_scores_codex":[0.9863228,0.009292954,0.001056666,0.0009391002,0.001776137,0.0006123381],"domain_scores_gemma":[0.9895874,0.005368732,0.001848404,0.0009267813,0.001614683,0.0006540042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01701431,0.05762813,0.7796963,0.001934575,0.001504219,0.00068867,0.03394775,0.000291253,0.004047473,0.0002632272,0.001120969,0.101863],"study_design_scores_gemma":[0.005788564,0.1386852,0.8238935,0.0005321883,0.001147072,0.0008516495,0.02060455,0.002514224,0.002012825,0.0002446989,0.003526382,0.0001991305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953017,0.0001858172,0.0006396108,0.00005733831,0.00001888152,0.002942981,0.0001493757,0.000007837707,0.000696496],"genre_scores_gemma":[0.9838298,0.0003981995,0.004096976,0.0003480795,0.00006476024,0.01026323,0.0002588508,0.00001131625,0.0007287786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01967795,"threshold_uncertainty_score":0.1040682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07564419251137175,"score_gpt":0.4809796304844954,"score_spread":0.4053354379731237,"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."}}