{"id":"W6902055800","doi":"10.6084/m9.figshare.21251474.v1","title":"Additional file 1 of Characteristics of new users of recent antidiabetic drugs in Canada and the United Kingdom","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Saskatchewan Health Quality Council; Institut National d'Excellence en Santé et en Services Sociaux; University of Manitoba; Memorial University of Newfoundland; University of British Columbia; University of Calgary; Institute for Clinical Evaluative Sciences; McGill University; Jewish General Hospital","funders":"","keywords":"Government (linguistics); Kingdom; MEDLINE; Access to medicines; Medical prescription","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001015433,0.000603676,0.001222549,0.003516335,0.001274418,0.001521686,0.001272598,0.0008069125,0.7979491],"category_scores_gemma":[0.02910694,0.0004729976,0.0007567721,0.009274193,0.0003522814,0.001329442,0.0008241558,0.0009067169,0.09081353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003970384,"about_ca_system_score_gemma":0.007345743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3633052,"about_ca_topic_score_gemma":0.4148212,"domain_scores_codex":[0.9990759,0.0001366887,0.000169707,0.0001841522,0.0002181734,0.0002153218],"domain_scores_gemma":[0.9727332,0.01645143,0.001974048,0.0009580764,0.006878181,0.001005011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001404681,0.00003121209,0.003404578,0.001047034,0.00002637102,0.00003191401,0.00005399929,0.0001619102,0.00001073417,0.0004821267,0.9911411,0.003468486],"study_design_scores_gemma":[0.002696323,0.0001262631,0.102855,0.005707545,0.0001748524,0.0004112216,0.001252277,0.0009780484,0.0002271523,0.004134485,0.8813059,0.000130946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001782825,0.00002351495,0.00003217324,0.00006788656,0.00001222222,0.00004165774,0.9980879,0.00002680745,0.001529531],"genre_scores_gemma":[0.01566533,0.00036874,0.0008146936,0.0005952703,0.00008539064,0.000899203,0.9628273,0.000193253,0.01855078],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7979491,"threshold_uncertainty_score":0.7223811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916243475279078,"score_gpt":0.2232727967747555,"score_spread":0.1941103620219647,"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."}}