{"id":"W4205473524","doi":"10.2196/31123","title":"Assessment of Glycemic Control at St. Luke’s Free Medical Clinic: Retrospective Chart Review","year":2021,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Diabetes mellitus; Population; Retrospective cohort study; Internal medicine; Physical therapy; Pediatrics; Emergency 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01329331,0.0001501627,0.001002815,0.0003396696,0.00006770746,0.0000233903,0.0006782261,0.0002138854,0.0481607],"category_scores_gemma":[0.05907049,0.0001105519,0.000366351,0.0005869839,0.0003707054,0.0001948809,0.0004494606,0.002885304,0.00008213853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009562815,"about_ca_system_score_gemma":0.003577472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002029203,"about_ca_topic_score_gemma":0.00002291147,"domain_scores_codex":[0.9885986,0.001030595,0.001290522,0.0002924951,0.008337335,0.0004504858],"domain_scores_gemma":[0.9906704,0.003157506,0.0006139781,0.0005243691,0.004050028,0.0009837319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002497304,0.003453337,0.06759011,0.002663322,0.002072815,0.002804708,0.0003270895,1.421615e-7,0.001354482,0.0007510089,0.8607704,0.05571527],"study_design_scores_gemma":[0.03192154,0.01151245,0.5056041,0.09482388,0.001246856,0.00191579,0.003163562,0.001136739,0.002656501,0.002748675,0.3427612,0.0005087339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5042567,0.02793001,0.001133306,0.388961,0.003543647,0.001319415,0.00004130668,0.00002231101,0.0727923],"genre_scores_gemma":[0.9575342,0.0342158,0.0002121696,0.003661052,0.001210345,0.00002138443,0.00002179974,0.00002504764,0.003098188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5180092,"threshold_uncertainty_score":0.9994151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07141204399431413,"score_gpt":0.5193649888575561,"score_spread":0.447952944863242,"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."}}