{"id":"W4220842863","doi":"10.2196/preprints.37867","title":"Mailed letter versus phone call to increase diabetic retinopathy screening engagement by patients in a team-based primary care practice: a prospective, single-masked, randomized trial. (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phone; Medicine; Diabetic retinopathy; Family medicine; Randomized controlled trial; Primary care; Optometry; Diabetes mellitus; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002244058,0.001278648,0.00260261,0.0004857528,0.000719619,0.00155263,0.001054104,0.003248759,0.007842191],"category_scores_gemma":[0.004400107,0.0008228128,0.002235359,0.0004966209,0.001141226,0.0011009,0.0007073352,0.002862552,0.0009173588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350055,"about_ca_system_score_gemma":0.001996543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003383504,"about_ca_topic_score_gemma":0.004739702,"domain_scores_codex":[0.9976921,0.00127898,0.0001966106,0.000390983,0.0001456431,0.0002956723],"domain_scores_gemma":[0.9968351,0.001107837,0.0006691,0.0001552412,0.0001447785,0.001087986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9677952,0.02147564,0.001023924,0.0004029475,0.0006474819,0.00001949956,0.00006150389,0.0001173547,0.0003072963,0.0000342431,0.0002832718,0.007831593],"study_design_scores_gemma":[0.8814696,0.1144114,0.00292721,0.0000497232,0.0004886283,0.00000781857,0.00004230075,0.000287398,0.0001139447,0.00006697915,0.0001244769,0.00001062262],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931885,0.001099029,0.0002294924,0.0004187553,0.0006683641,0.003226044,0.0002831965,0.00005448834,0.0008321679],"genre_scores_gemma":[0.9896687,0.000826998,0.001141364,0.0009013935,0.0007997964,0.005417565,0.0002236109,0.000008026768,0.001012617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007842191,"threshold_uncertainty_score":0.02623469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526660992809003,"score_gpt":0.2844034979375589,"score_spread":0.2691368880094688,"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."}}