{"id":"W4309464377","doi":"10.2196/37318","title":"Impact of Unmet Social Needs, Scarcity, and Future Discounting on Adherence to Treatment in Children With Asthma: Protocol for a Prospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University Health Centre; Montreal Children's Hospital; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Université du Québec à Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Institute of Circulatory and Respiratory Health; Institute of Nutrition, Metabolism and Diabetes; Cancer Research Institute; Institute of Musculoskeletal Health and Arthritis; Institute of Infection and Immunity; Institute of Indigenous Peoples' Health; Institute of Health Services and Policy Research; Institute of Genetics; Institute of Cancer Research; Institute of Population and Public Health; Strong; Institute of Neurosciences, Mental Health and Addiction; Institute of Gender and Health","keywords":"Asthma; Medicine; Cohort; Scarcity; Worry; Socioeconomic status; Observational study; Cohort study; Anxiety; Family medicine; Environmental health; Psychiatry; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.04554009,0.004093577,0.005583535,0.002615131,0.005112429,0.002436276,0.00275407,0.004850362,0.0349656],"category_scores_gemma":[0.03138098,0.002717847,0.007699592,0.003589342,0.002141647,0.002302402,0.002746414,0.005497913,0.006332533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006497242,"about_ca_system_score_gemma":0.02381971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007966915,"about_ca_topic_score_gemma":0.01249611,"domain_scores_codex":[0.9774653,0.01268378,0.004356518,0.001691553,0.001849403,0.001953329],"domain_scores_gemma":[0.9738143,0.005398547,0.004323727,0.004008576,0.01018754,0.002267368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5150994,0.05667759,0.05657659,0.0496801,0.005383981,0.001488099,0.006269234,0.0176618,0.007289363,0.01405552,0.1260998,0.1437186],"study_design_scores_gemma":[0.4863536,0.08066138,0.1509322,0.01593844,0.003201726,0.0004207444,0.004328343,0.01387253,0.00544916,0.01038214,0.2273561,0.0011037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00248552,0.0001092106,0.00114404,0.0001071833,0.0001262068,0.9930473,0.002318947,0.00005072332,0.0006107685],"genre_scores_gemma":[0.001148396,0.00004639853,0.001503055,0.00003762754,0.00001011653,0.9968353,0.0002928521,0.000002298865,0.0001239999],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04554009,"threshold_uncertainty_score":0.2408419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09595743772446719,"score_gpt":0.5240347469681382,"score_spread":0.428077309243671,"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."}}