{"id":"W4312477235","doi":"10.2196/41011","title":"Patient Perspectives on a Targeted Text Messaging Campaign to Encourage Screening for Diabetes: Qualitative Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"mHealth; Prediabetes; Mobile phone; Medicine; Patient portal; Internet privacy; Focus group; Social media; Short Message Service; Family medicine; Medical education; Psychology; Diabetes mellitus; Computer science; Nursing; World Wide Web; Health care; Psychological intervention; Type 2 diabetes","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":[0.01735871,0.0005736541,0.0008213553,0.001338004,0.007580053,0.003261541,0.001622982,0.002069216,0.004296325],"category_scores_gemma":[0.02457501,0.0007366251,0.0005306028,0.001509832,0.004492697,0.003705811,0.004505515,0.003174061,0.0005020761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005196275,"about_ca_system_score_gemma":0.005839202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007952209,"about_ca_topic_score_gemma":0.01047776,"domain_scores_codex":[0.9889588,0.008396073,0.0003156855,0.000481812,0.0005339106,0.001313627],"domain_scores_gemma":[0.9710914,0.02247715,0.001573097,0.0003680013,0.002051532,0.002438737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004934566,0.0001226028,0.003455669,0.0002156535,0.000005997314,0.0004707824,0.9896283,0.00001919095,0.0006358418,0.0004171468,0.000653605,0.004325856],"study_design_scores_gemma":[0.0000104814,0.0001465492,0.001557747,0.0002472029,0.000006519616,0.0001270445,0.9928899,0.0000791575,0.0002057223,0.0001380555,0.004576169,0.00001552317],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989153,0.0006728895,0.001338697,0.004446267,0.0001025327,0.0005547949,0.0003019272,0.00002058855,0.003409287],"genre_scores_gemma":[0.9915351,0.000881355,0.001166336,0.003107137,0.00004386557,0.0009937633,0.0001202676,0.00002685205,0.002125371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01735871,"threshold_uncertainty_score":0.09180278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523697420297835,"score_gpt":0.5749271272982729,"score_spread":0.4225573852684894,"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."}}