{"id":"W2023413780","doi":"10.1097/nhh.0b013e3182778e1f","title":"Oral Diabetes Medications","year":2012,"lang":"en","type":"review","venue":"Home Healthcare Nurse","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Diabetes mellitus; Medicine; Intensive care medicine; Health care; Family medicine; Endocrinology","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":[0.0003463991,0.000926444,0.00166802,0.002107205,0.0004126811,0.0008961043,0.001074689,0.001030631,0.01256083],"category_scores_gemma":[0.001175604,0.0002105961,0.0009367192,0.001784355,0.0002595022,0.0007984202,0.0007145634,0.001612275,0.005221916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874728,"about_ca_system_score_gemma":0.0007765571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086926,"about_ca_topic_score_gemma":0.003597778,"domain_scores_codex":[0.9995389,0.00006284694,0.00006330628,0.00004979541,0.0002482745,0.0000369512],"domain_scores_gemma":[0.9996585,0.0001066959,0.00009267369,0.00001473135,0.00009496744,0.00003239086],"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":[0.00009418881,0.000135046,0.0002164165,0.01109137,0.0001127216,0.00017976,0.00003411595,0.00007990842,0.0006857321,0.0008565706,0.06490701,0.9216072],"study_design_scores_gemma":[0.0001093032,0.00009765408,0.001412421,0.008835917,0.0002455559,0.001534393,0.00006010507,0.0000471762,0.0006105686,0.000881544,0.9861497,0.00001576794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003376006,0.990058,0.0002053616,0.0004553493,0.0004889079,0.00002872461,0.0001407891,0.00004206747,0.008243191],"genre_scores_gemma":[0.002464869,0.9915655,0.0005310781,0.0006971282,0.0003545406,0.00003044431,0.0002576707,0.000005321544,0.004093421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01256083,"threshold_uncertainty_score":0.04202008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332385363245366,"score_gpt":0.4520494687701577,"score_spread":0.3188109324456211,"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."}}