{"id":"W4306725164","doi":"10.1093/occmed/kqac057","title":"Practical Diabetes Care for Healthcare Professionals","year":2022,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Action (physics); Diabetes mellitus; Health care; Medicine; Health professionals; Table (database); Nursing; Medical education; Computer science; Political science; Pathology","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":[0.002142954,0.0007405755,0.0005289143,0.000846853,0.002293449,0.005382951,0.001217853,0.00386708,0.08835948],"category_scores_gemma":[0.01086111,0.0003885101,0.0005817985,0.0007693061,0.0009189769,0.003546301,0.004932354,0.006300103,0.04544196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152255,"about_ca_system_score_gemma":0.005581227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620354,"about_ca_topic_score_gemma":0.004095677,"domain_scores_codex":[0.9979571,0.000649413,0.0001233636,0.00017988,0.0008049607,0.0002853383],"domain_scores_gemma":[0.9965082,0.0008675958,0.0002208569,0.0001973517,0.0009025377,0.00130338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006792027,0.00004997867,0.0001379674,0.0001338563,0.000002323026,0.0001019643,0.0004956637,0.0000228408,0.00004443452,0.004347372,0.9015873,0.09306943],"study_design_scores_gemma":[0.000009368124,0.00001916578,0.0002963076,0.0006144105,0.000001816409,0.0003766392,0.0007601511,0.00001772783,0.00001569543,0.004653387,0.9932288,0.000006485687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001955982,0.04308062,0.006569569,0.3014753,0.04083234,0.0004145778,0.0005162088,0.0009622218,0.6041932],"genre_scores_gemma":[0.02584801,0.07141934,0.02869995,0.1889335,0.01770141,0.0008500984,0.001408379,0.0003945558,0.6647447],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08835948,"threshold_uncertainty_score":0.2955919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06274671290909214,"score_gpt":0.4330079704737574,"score_spread":0.3702612575646652,"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."}}