{"id":"W2981799436","doi":"10.4212/cjhp.v72i5.2932","title":"Newer Oral Antihyperglycemics: From Seinfeld to Breaking Bad","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Native Mental Health Association of Canada; University of British Columbia","funders":"","keywords":"Medicine; Information retrieval; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005486144,0.0007114809,0.001122848,0.001701866,0.002930977,0.0081613,0.0008371957,0.004637158,0.01411133],"category_scores_gemma":[0.01078523,0.0003833049,0.0007148015,0.001469186,0.005652198,0.01199981,0.004371623,0.009031248,0.0046303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003323745,"about_ca_system_score_gemma":0.004917624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005793113,"about_ca_topic_score_gemma":0.02317778,"domain_scores_codex":[0.9962715,0.001183891,0.0003595699,0.0002902132,0.001322677,0.0005721489],"domain_scores_gemma":[0.9934383,0.002016938,0.0007693189,0.0005408118,0.001878371,0.001356213],"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":[0.0006197757,0.0002528892,0.003681403,0.001153921,0.0001477122,0.0006950159,0.001114133,0.0001035454,0.0006167853,0.05835932,0.2887184,0.644537],"study_design_scores_gemma":[0.0001841041,0.0003061575,0.004678993,0.00341257,0.0001391031,0.001436846,0.002869833,0.0002164216,0.0004030206,0.04729567,0.9389812,0.00007608814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005657248,0.3427922,0.001194336,0.5693371,0.0308549,0.00002247921,0.0001035481,0.0001720423,0.04986616],"genre_scores_gemma":[0.1467168,0.4171734,0.002719864,0.3248539,0.03844843,0.00005135828,0.0001876395,0.0001409638,0.06970758],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01411133,"threshold_uncertainty_score":0.04720706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421158871782738,"score_gpt":0.2688378568387169,"score_spread":0.2546262681208895,"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."}}