{"id":"W4388306309","doi":"10.2196/51316","title":"Automated Messaging Program to Facilitate Systematic Home Blood Pressure Monitoring: Qualitative Analysis of Provider Interviews","year":2023,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Center, University of Pittsburgh; University of Pittsburgh","keywords":"Qualitative research; Population; Nursing; Salience (neuroscience); Best practice; Medicine; Health care; Psychology; Medical education","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":[0.02259359,0.0006154929,0.0006148466,0.001843381,0.004697763,0.002994467,0.00159938,0.001381091,0.002323403],"category_scores_gemma":[0.03827602,0.0007150508,0.0003624503,0.002637815,0.004834078,0.003539284,0.00402385,0.002226188,0.0003563518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007013961,"about_ca_system_score_gemma":0.007827971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008722765,"about_ca_topic_score_gemma":0.01087697,"domain_scores_codex":[0.9803522,0.01552859,0.0005631613,0.0007223559,0.001130962,0.001702744],"domain_scores_gemma":[0.9452615,0.04664017,0.002679063,0.0006463956,0.003533663,0.001239185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003575017,0.00003570036,0.002393873,0.0002332331,0.000003138022,0.0003104324,0.9905813,0.00005331272,0.0005618833,0.0008725452,0.0005735127,0.004345195],"study_design_scores_gemma":[0.000006999382,0.00003507945,0.001878988,0.0003102215,0.000003678688,0.0001083809,0.9916196,0.0001705349,0.0003820114,0.000331688,0.005143831,0.000008888695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751476,0.0007569889,0.01147441,0.00374051,0.00007132439,0.001217635,0.0008338917,0.00003402422,0.006723527],"genre_scores_gemma":[0.9832751,0.001287511,0.00887535,0.001121583,0.00002932689,0.002490298,0.000371894,0.00005521293,0.002493754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02259359,"threshold_uncertainty_score":0.1194878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143562939993106,"score_gpt":0.3998779431191922,"score_spread":0.2855216491198816,"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."}}