{"id":"W2926642108","doi":"10.2196/11343","title":"Text Messaging and Type 1 Diabetes Management: Qualitative Study Exploring Interactions Among Patients and Health Care Professionals","year":2019,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Provincia Autonoma di Trento","keywords":"Diabetes management; Qualitative research; Health care; Content analysis; Psychology; Text messaging; Medicine; Type 2 diabetes; Medical education; Nursing; Family medicine; Diabetes mellitus; Internet privacy; Computer science","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":[0.008165752,0.0005576448,0.0009511445,0.001403795,0.006143042,0.003228053,0.001471391,0.001875464,0.003880445],"category_scores_gemma":[0.01560289,0.0005528553,0.0004686516,0.001571238,0.003971874,0.003189439,0.004231248,0.002302014,0.0003275337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003823479,"about_ca_system_score_gemma":0.004153598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00632605,"about_ca_topic_score_gemma":0.007703888,"domain_scores_codex":[0.9926602,0.00524399,0.0002766833,0.0004478009,0.0004300656,0.0009413651],"domain_scores_gemma":[0.9772495,0.01854547,0.001348259,0.0002661209,0.001084718,0.001506046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005266523,0.0001115167,0.003371742,0.0002569778,0.000005392045,0.0006499293,0.9901052,0.00002035924,0.0005451969,0.0002960495,0.0003689445,0.00421598],"study_design_scores_gemma":[0.00001130717,0.00008758343,0.00250016,0.0001976605,0.00000607487,0.0001821384,0.9932033,0.00007200721,0.0002185925,0.0001450841,0.00336338,0.00001266215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919228,0.0009944591,0.001325723,0.00217001,0.00006308039,0.000282055,0.0002311113,0.0000124035,0.002998328],"genre_scores_gemma":[0.9945857,0.0008779338,0.001142077,0.001249683,0.00003483435,0.0004238685,0.0001069325,0.00001650223,0.001562568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008165752,"threshold_uncertainty_score":0.04318511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06863962162788441,"score_gpt":0.468624871879478,"score_spread":0.3999852502515936,"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."}}