{"id":"W2094241410","doi":"10.1016/j.amjopharm.2007.05.003","title":"Use of wet nebulized inhaled respiratory medications under criteria-based reimbursement guidelines in a publicly funded seniors' pharmacare program in Nova Scotia, Canada","year":2007,"lang":"en","type":"article","venue":"The American journal of geriatric pharmacotherapy","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Reimbursement; Medicine; Nova scotia; Authorization; Family medicine; Residence; Emergency medicine; Medical emergency; Demography; Health care","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":[0.0005331859,0.0002178396,0.0005014065,0.0008160974,0.004372781,0.001619885,0.001347093,0.0009921867,0.001757937],"category_scores_gemma":[0.003091825,0.0004589757,0.0004735109,0.002165927,0.0008545748,0.000398683,0.001183479,0.001433411,0.0001399432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03319473,"about_ca_system_score_gemma":0.05106661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803517,"about_ca_topic_score_gemma":0.9932418,"domain_scores_codex":[0.9976922,0.0002581535,0.0001714654,0.0001690223,0.0006588618,0.001050203],"domain_scores_gemma":[0.9946734,0.000361867,0.001285873,0.00005994921,0.001389276,0.002229682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009411005,0.0003396227,0.9906995,0.00003538739,0.00003106405,0.0008505914,0.00151234,0.0001053165,0.000204831,0.0001063152,0.001506894,0.004514089],"study_design_scores_gemma":[0.00001980445,0.0001135368,0.9925883,0.00003914167,0.00002140747,0.0003474467,0.005957116,0.0004039494,0.00005273612,0.00001783937,0.0004261515,0.00001250575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973042,0.0001414276,0.0000262524,0.0007750721,0.00001476043,0.00005060901,0.0003522736,0.000004876803,0.001330473],"genre_scores_gemma":[0.9986417,0.0001251909,0.00007936482,0.0003816883,0.000008238478,0.00001064453,0.0001355284,0.000002665506,0.0006149976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03319473,"threshold_uncertainty_score":0.2408458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05790437523715792,"score_gpt":0.3913538892958414,"score_spread":0.3334495140586834,"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."}}