{"id":"W3217320500","doi":"10.9778/cmajo.20200291","title":"Comparison of claims from high–drug cost beneficiaries in Ontario, Canada, and Australia: a cross-sectional analysis","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Beneficiary; Government (linguistics); Total cost; Medicine; Fiscal year; Business; Environmental health; Finance; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002430436,0.0005491281,0.0009462585,0.003796009,0.002496756,0.001660959,0.002007177,0.0007720668,0.00181666],"category_scores_gemma":[0.007470261,0.0007996903,0.001503227,0.009701516,0.001018169,0.0008865914,0.001665907,0.0008124348,0.0002744712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02767663,"about_ca_system_score_gemma":0.02284241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819037,"about_ca_topic_score_gemma":0.9859378,"domain_scores_codex":[0.9956375,0.0003388033,0.0004841308,0.0005746653,0.002051771,0.0009131529],"domain_scores_gemma":[0.9865223,0.0008436983,0.004406147,0.0004098636,0.005755133,0.002062992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007749252,0.00002675936,0.9977558,0.00004651931,0.0002020764,0.00003900595,0.0003689656,0.00005398233,0.00004408533,0.00003133332,0.0006529618,0.0007010293],"study_design_scores_gemma":[0.00000552515,0.00001403092,0.9992079,0.00001489755,0.00003681812,0.00001957118,0.0002881202,0.0001051926,0.000008820883,0.000004819075,0.0002888145,0.00000536352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829907,0.0007929752,0.0001353881,0.0002513582,0.00001559586,0.0001410437,0.01385941,0.00001356822,0.001799904],"genre_scores_gemma":[0.9875029,0.000589348,0.0001876639,0.0002177026,0.00001859594,0.0001213474,0.01059355,0.00000959024,0.0007593041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02767663,"threshold_uncertainty_score":0.2008089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120058115659808,"score_gpt":0.3929783885203992,"score_spread":0.2809725769544184,"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."}}