{"id":"W4213254336","doi":"10.26226/morressier.59d5184bd462b80296ca3307","title":"Antidiabetic medication persistence and implementation in patients with chronic kidney disease","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; The Quebec Population Health Research Network","funders":"","keywords":"Persistence (discontinuity); Kidney disease; Medicine; Medication adherence; Disease; Intensive care medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001025267,0.0002167223,0.0003342276,0.0006463499,0.0009480842,0.00104573,0.00062533,0.0005400751,0.002288707],"category_scores_gemma":[0.005103538,0.0003206435,0.0005253647,0.001497997,0.000276179,0.0006180077,0.0006704889,0.001448184,0.0002008501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002126869,"about_ca_system_score_gemma":0.002381823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2051179,"about_ca_topic_score_gemma":0.2479186,"domain_scores_codex":[0.9991254,0.0001617656,0.00009830819,0.0001381729,0.000225107,0.0002513108],"domain_scores_gemma":[0.9960669,0.0005611171,0.00193996,0.0001377513,0.0005569438,0.0007374691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003386368,0.00003151687,0.999076,0.000004815756,0.00001733366,0.00001587731,0.00005594738,0.00001090122,0.00001299953,0.00000512705,0.00009496959,0.0006406136],"study_design_scores_gemma":[0.000005996847,0.00003388976,0.9993526,0.00001281716,0.0000105484,0.00004263233,0.0002274944,0.000186576,0.00001284481,0.000006616169,0.0001043619,0.000003535495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988503,0.0002904765,0.00002906254,0.0002200957,0.000009454862,0.000010575,0.000316862,0.000001428056,0.0002717063],"genre_scores_gemma":[0.9991079,0.0001567883,0.00004887546,0.0000705192,0.00001363766,0.00001033513,0.0003487949,0.000001340985,0.0002417083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051179,"threshold_uncertainty_score":0.407848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243398579165258,"score_gpt":0.2753459556819084,"score_spread":0.2629119698902558,"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."}}