{"id":"W2024123016","doi":"10.1016/s1543-5946(04)90004-9","title":"Comparison of anti-infective drug use in elderly persons in Manitoba, Nova Scotia, and Saskatchewan, Canada: Relationship to drug insurance reimbursement policies","year":2004,"lang":"en","type":"article","venue":"˜The œAmerican journal of geriatric pharmacotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health; University of Saskatchewan; Manitoba Health; University of Manitoba; Dalhousie University","funders":"","keywords":"Reimbursement; Nova scotia; Medicine; Medical prescription; Family medicine; Antimicrobial; Environmental health; Geography; Health care; Pharmacology; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004081416,0.0001846901,0.0005921136,0.0003292488,0.00008689323,0.00001449168,0.0002390017,0.00003722642,0.00001313711],"category_scores_gemma":[0.0000162107,0.0001414287,0.0000725404,0.0007520412,0.0002624673,0.0001111529,0.00002122943,0.0005008925,0.00000243429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554755,"about_ca_system_score_gemma":0.0005765417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4966726,"about_ca_topic_score_gemma":0.7767915,"domain_scores_codex":[0.9984343,0.0003230679,0.0006586787,0.0001719818,0.0001043293,0.0003076437],"domain_scores_gemma":[0.9987289,0.0002992575,0.0006918689,0.000138241,0.00009251605,0.00004924913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005590001,0.0002838203,0.9147177,0.00001555058,0.0001573196,0.0000193001,0.01231882,0.001061446,0.06658845,0.00001512893,0.001184813,0.0030786],"study_design_scores_gemma":[0.002768413,0.0002927627,0.9574212,0.0001262098,0.00003815303,0.00004254313,0.01993318,0.000001716143,0.01850101,0.00003029926,0.0006607758,0.0001837195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935609,0.004474622,0.0001618675,0.001138316,0.0003606111,0.0002574499,0.00002580759,0.000004734528,0.00001570437],"genre_scores_gemma":[0.9989103,0.0003251276,0.000166803,0.0004508621,0.00004630801,0.000001244399,0.000001182444,0.00001621243,0.00008196461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2801189,"threshold_uncertainty_score":0.5767294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748461188122006,"score_gpt":0.2874923805243199,"score_spread":0.2700077686430998,"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."}}