{"id":"W3169514738","doi":"10.2196/28391","title":"Perceived Benefits, Barriers, and Facilitators of a Digital Patient-Reported Outcomes Tool for Routine Diabetes Care: Protocol for a National, Multicenter, Mixed Methods Implementation Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Diabetesforeningen; Bispebjerg Hospital; Aalborg Universitetshospital; Novo Nordisk Fonden; Aalborg Universitet","keywords":"Protocol (science); Medicine; Diabetes mellitus; Multicenter study; Family medicine; Psychology; Randomized controlled trial; Alternative medicine","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":[0.1244195,0.005276086,0.005604235,0.004899209,0.005973919,0.004211932,0.0041203,0.006033731,0.03928956],"category_scores_gemma":[0.07605172,0.003819627,0.00733559,0.004084856,0.003966753,0.004075046,0.004148826,0.007846351,0.007139837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008591397,"about_ca_system_score_gemma":0.0288993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375825,"about_ca_topic_score_gemma":0.005260887,"domain_scores_codex":[0.9135136,0.06275187,0.01232798,0.003150323,0.004963689,0.003292496],"domain_scores_gemma":[0.9397434,0.02279961,0.008841042,0.00876677,0.01635158,0.003497727],"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":[0.2889642,0.1184062,0.009930047,0.09517673,0.003086816,0.00221872,0.01998232,0.01173992,0.009027911,0.02336771,0.0757605,0.3423389],"study_design_scores_gemma":[0.4764763,0.1088717,0.03504893,0.04181889,0.00257717,0.0005622773,0.01132786,0.01114526,0.01072874,0.01984978,0.2803412,0.001251977],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000946724,0.00004536171,0.001438055,0.00007687663,0.00005427725,0.9968513,0.0003472835,0.00002275446,0.0002174692],"genre_scores_gemma":[0.0003634995,0.00002799666,0.002383775,0.0000316632,0.000004440586,0.9970898,0.00004508891,0.000001388627,0.00005230211],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1244195,"threshold_uncertainty_score":0.6580008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1944369845869368,"score_gpt":0.5769203133018586,"score_spread":0.3824833287149217,"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."}}