{"id":"W4413192780","doi":"10.14740/jem1049","title":"Factors Associated With the Frequency of Medical Consultations in Patients With Various Types of Diabetes Mellitus","year":2025,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 Diabetes Mellitus; Internal medicine; Family medicine; Gerontology; Endocrinology","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":[0.0005095226,0.0001583509,0.0002266984,0.0007058834,0.0003169804,0.0004676475,0.0002416534,0.0003338719,0.002029519],"category_scores_gemma":[0.004959562,0.0001246651,0.0004977987,0.00111778,0.0001216276,0.0002148654,0.0003771172,0.0006261497,0.0001148164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002960915,"about_ca_system_score_gemma":0.0004148018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008385511,"about_ca_topic_score_gemma":0.01047216,"domain_scores_codex":[0.9994673,0.0001850584,0.000083587,0.00006900273,0.0001110654,0.00008399309],"domain_scores_gemma":[0.9966509,0.000884828,0.001901844,0.00007985312,0.000178273,0.0003043928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002142211,0.00001514938,0.9990242,0.00001102192,0.00002980986,0.00003162896,0.00004122621,0.0000220097,0.00002364604,0.000006337269,0.00005837011,0.0007152023],"study_design_scores_gemma":[0.000002229662,0.0000255366,0.9992104,0.00001337052,0.00002617067,0.0001767768,0.0002221814,0.0001813267,0.00001025913,0.00001126083,0.0001181003,0.000002441649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978213,0.0009425479,0.00006781305,0.0002166911,0.000007590947,0.000007153423,0.0003408518,0.000003186277,0.0005927216],"genre_scores_gemma":[0.9994369,0.0002375797,0.0000748922,0.00002843381,0.00001058581,0.000004783709,0.0001447859,8.586866e-7,0.00006109154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008385511,"threshold_uncertainty_score":0.01667339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017872809590778,"score_gpt":0.374919963393228,"score_spread":0.3447412352973203,"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."}}