{"id":"W6996553315","doi":"","title":"THE STATE OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) APPS: IDENTIFYING IDEAL DESIGNS AND FEATURES TO SUPPORT PATIENTS’ SELF-MANAGEMENT","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; McMaster University; Universidade de Aveiro","keywords":"COPD; mHealth; Pulmonary disease; Public health; Randomized controlled trial; eHealth; MEDLINE; Clinical trial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.07998738,0.0006279139,0.001085012,0.004896385,0.001224705,0.007258842,0.001040364,0.001559951,0.002460384],"category_scores_gemma":[0.1554817,0.0006206754,0.002114303,0.002253514,0.002483506,0.006086968,0.002752555,0.001141881,0.000430881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004068491,"about_ca_system_score_gemma":0.01397195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327273,"about_ca_topic_score_gemma":0.004330034,"domain_scores_codex":[0.951392,0.03255941,0.006062234,0.001414254,0.007811124,0.000761018],"domain_scores_gemma":[0.8764521,0.09073811,0.01430654,0.00219671,0.01526103,0.001045556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002121437,0.001003911,0.07124055,0.07585188,0.0006809253,0.0002422719,0.0224142,0.001624508,0.002651996,0.02841023,0.008845292,0.7849128],"study_design_scores_gemma":[0.002562752,0.01450284,0.2344834,0.3125765,0.01001342,0.002565364,0.06426598,0.01638168,0.01327552,0.0767152,0.2518211,0.000836175],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6049842,0.1953858,0.07330182,0.03132678,0.000813283,0.02359414,0.003831646,0.0004376319,0.0663248],"genre_scores_gemma":[0.8159015,0.03018551,0.1396835,0.001858507,0.0001201871,0.01060642,0.0007674994,0.00005195541,0.0008248512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07998738,"threshold_uncertainty_score":0.4230188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008493226378770034,"score_gpt":0.2259603026796496,"score_spread":0.2174670763008796,"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."}}