{"id":"W2016350863","doi":"10.2217/dmt.10.5","title":"Improving access to insulin: what can be done?","year":2011,"lang":"en","type":"article","venue":"Diabetes Management","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Medicine; Insulin; Insulin degludec; Internal medicine; Intensive care medicine; Endocrinology; Hypoglycemia; Insulin glargine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01258192,0.0009435397,0.002574632,0.002053812,0.0008094519,0.006850477,0.002066352,0.006053074,0.02566217],"category_scores_gemma":[0.05865496,0.0003187496,0.001318663,0.002674746,0.002871485,0.007281787,0.002321869,0.006582166,0.002294329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003897511,"about_ca_system_score_gemma":0.008695484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009826,"about_ca_topic_score_gemma":0.006752978,"domain_scores_codex":[0.9944223,0.003318061,0.0004782038,0.0003303991,0.0009990013,0.0004521506],"domain_scores_gemma":[0.9379473,0.04407503,0.004915549,0.0008331386,0.00790895,0.004319942],"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":[0.001356961,0.0005243298,0.006022548,0.01415838,0.0006768779,0.0003581294,0.0003046514,0.003460236,0.00009368585,0.0686787,0.3295518,0.5748138],"study_design_scores_gemma":[0.001069711,0.0006495905,0.0178151,0.1044428,0.001114756,0.0006684425,0.004095749,0.006106561,0.0003760453,0.3947593,0.4686397,0.0002622013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001256736,0.2316576,0.0007083542,0.7586683,0.003611127,0.00002035508,0.0002782106,0.00002566251,0.003773669],"genre_scores_gemma":[0.1082269,0.7014824,0.002783875,0.1547045,0.02930475,0.0002362978,0.0004709913,0.00005376697,0.002736551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02566217,"threshold_uncertainty_score":0.08584857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09691919552221963,"score_gpt":0.2727800364824006,"score_spread":0.175860840960181,"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."}}