{"id":"W1990728316","doi":"10.1111/j.1524-4733.2010.00761.x","title":"Persistence Patterns with Oral Antidiabetes Drug Treatment in Newly Treated Patients—A Population-Based Study","year":2010,"lang":"en","type":"article","venue":"Value in Health","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Université Laval","funders":"Merck Canada","keywords":"Discontinuation; Medicine; Persistence (discontinuity); Metformin; Hazard ratio; Proportional hazards model; Internal medicine; Medical prescription; Population; Cohort; Cohort study; Pharmacology; Confidence interval; Insulin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002324721,0.0001349915,0.0003048488,0.0001595235,0.00004858136,0.000009005927,0.00007002433,0.00003308505,0.000138006],"category_scores_gemma":[0.00004345383,0.00009901731,0.00002470585,0.0003320156,0.00001667878,0.00004739587,0.000005253367,0.0001759963,0.00003233368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168455,"about_ca_system_score_gemma":0.0003447286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03470603,"about_ca_topic_score_gemma":0.004701685,"domain_scores_codex":[0.9986955,0.000135529,0.0003541188,0.0002945578,0.0002604506,0.000259867],"domain_scores_gemma":[0.9992748,0.00007497935,0.0001260091,0.000311909,0.00005169618,0.0001605737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006836986,0.001586816,0.9937501,0.00005968625,0.000006415696,0.000009088049,0.0007144638,0.0001813177,0.000008204934,0.000006151959,0.00001886253,0.003590513],"study_design_scores_gemma":[0.004707428,0.001498409,0.989072,0.0002618909,0.00001012253,6.399053e-7,0.0005215062,0.003741408,0.00003480704,0.000006020115,0.00005962638,0.00008616541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971094,0.00002654319,0.000007506445,0.001271914,0.00007605281,0.001407226,0.00000785194,0.00003152049,0.00006195234],"genre_scores_gemma":[0.9986064,0.00000754242,0.000453706,0.0004813808,0.00002284605,0.000120887,0.00008379522,0.00001246191,0.0002109544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03000434,"threshold_uncertainty_score":0.9717219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05200248649336223,"score_gpt":0.3143623215129684,"score_spread":0.2623598350196061,"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."}}