{"id":"W2762615536","doi":"10.1097/jom.0000000000001181","title":"Development of a Diabetes Mellitus Knowledge Resource for Clinical Decision Support Assisting Primary Care Physicians With Work-Related Issues","year":2017,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"National Institutes of Health","keywords":"Medicine; Work (physics); Primary care; Diabetes mellitus; Decision support system; Affect (linguistics); Health care; Nursing; Control (management); MEDLINE; Family medicine; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007654699,0.000495874,0.0006803656,0.002630365,0.001048107,0.002553973,0.00160777,0.001009171,0.009043885],"category_scores_gemma":[0.03027098,0.000394322,0.0006306273,0.001507731,0.0003087228,0.002977322,0.002484331,0.001251146,0.002178225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234215,"about_ca_system_score_gemma":0.007387494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003552371,"about_ca_topic_score_gemma":0.006646113,"domain_scores_codex":[0.9970086,0.001494088,0.0005054747,0.0002733141,0.0005316924,0.0001867611],"domain_scores_gemma":[0.9813921,0.01076891,0.00147585,0.001277893,0.003186542,0.001898783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005445917,0.003510677,0.05800329,0.001697753,0.0001092784,0.001817866,0.004783871,0.002081014,0.004995287,0.002039789,0.06603473,0.8543819],"study_design_scores_gemma":[0.003152115,0.004497761,0.1621243,0.01047094,0.0009422794,0.007651759,0.02194482,0.1030366,0.02748819,0.0175188,0.6405039,0.0006684952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4813581,0.003770213,0.3046544,0.04042966,0.001358463,0.03082603,0.01676936,0.0204589,0.1003749],"genre_scores_gemma":[0.2426966,0.001278769,0.7340851,0.00351241,0.0004165263,0.004421371,0.007376979,0.0002365419,0.005975626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009043885,"threshold_uncertainty_score":0.0404824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04680029902106689,"score_gpt":0.3558641920040974,"score_spread":0.3090638929830304,"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."}}