{"id":"W4200294748","doi":"10.2196/30807","title":"A Smartphone App to Improve Oral Anticoagulation Adherence in Patients With Atrial Fibrillation: Prospective Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Observational study; Medication adherence; mHealth; Informed consent; Prospective cohort study; Health care; Emergency medicine; Physical therapy; Family medicine; Internal medicine; Psychological intervention; Alternative medicine; Nursing","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":[0.001162892,0.0003485142,0.0007903742,0.0006761096,0.0009297783,0.000951009,0.0003571355,0.001002452,0.001594582],"category_scores_gemma":[0.003157695,0.000549557,0.001456031,0.001255188,0.0002831392,0.0008310557,0.0006263732,0.001677854,0.0004274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003707861,"about_ca_system_score_gemma":0.0007093746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004980864,"about_ca_topic_score_gemma":0.005840725,"domain_scores_codex":[0.9990244,0.0002269246,0.0001903861,0.000193781,0.0002168287,0.0001475519],"domain_scores_gemma":[0.9978716,0.0003310425,0.0009672661,0.0001318484,0.0003596775,0.0003385005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005226679,0.0005896515,0.9958735,0.0001382364,0.0002788732,0.00007556534,0.0002251243,0.00001858404,0.0001051267,0.00001121804,0.0002310586,0.001930516],"study_design_scores_gemma":[0.0001533082,0.001525348,0.9966696,0.0000619495,0.0002912932,0.0002090401,0.0004302404,0.0001824954,0.0000331211,0.00001583919,0.0004140704,0.00001378075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978934,0.0006754756,0.00006961556,0.00007240854,0.00001896103,0.0001504844,0.0006255296,0.000003464768,0.0004906647],"genre_scores_gemma":[0.9982381,0.0004650242,0.0001847228,0.0001859521,0.00003042486,0.0001569905,0.0005162704,0.00000215786,0.0002203022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004980864,"threshold_uncertainty_score":0.009903729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176247957079718,"score_gpt":0.4053164101955508,"score_spread":0.287691614487579,"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."}}