{"id":"W2001432538","doi":"10.1592/phco.2005.25.9.1248","title":"Impact of a Criteria‐Based Reimbursement Policy on the Use of Respiratory Drugs Delivered by Nebulizer and Health Care Services Utilization in Nova Scotia, Canada","year":2005,"lang":"en","type":"article","venue":"Pharmacotherapy The Journal of Human Pharmacology and Drug Therapy","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Reimbursement; Inhaler; Nova scotia; Cohort; Medical prescription; Nebulizer; Psychological intervention; Emergency medicine; Cohort study; Asthma; Family medicine; Health care; Anesthesia; Nursing; 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":[0.002034889,0.0002382033,0.0003486264,0.000728639,0.001164263,0.001629179,0.001232696,0.0007151142,0.0008952018],"category_scores_gemma":[0.009463364,0.0003400033,0.0004629931,0.001127619,0.0007576452,0.0002480675,0.0008910699,0.0008046446,0.00008147627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06158927,"about_ca_system_score_gemma":0.06977456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910566,"about_ca_topic_score_gemma":0.9907467,"domain_scores_codex":[0.9966726,0.0005204225,0.0002489984,0.0002382162,0.001046502,0.001273221],"domain_scores_gemma":[0.9870442,0.001632125,0.003959072,0.0002423354,0.004016739,0.003105639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000620665,0.0001747551,0.9857782,0.0000945672,0.00009487352,0.0002837307,0.00041478,0.001326547,0.0004020333,0.0002152082,0.003181781,0.007412761],"study_design_scores_gemma":[0.00004068322,0.00006877497,0.9979037,0.00004001671,0.00001732618,0.00003727652,0.0003073194,0.000795367,0.00008480589,0.000008627372,0.0006864566,0.000009542311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937204,0.0009772249,0.00007205694,0.001887255,0.00004128859,0.00009305884,0.001503301,0.00001031475,0.001695002],"genre_scores_gemma":[0.9973422,0.0004537352,0.0001448146,0.0005843439,0.00002013053,0.0000292423,0.000776783,0.000002695873,0.0006460111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06158927,"threshold_uncertainty_score":0.4468635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07070866085963806,"score_gpt":0.4069097756476983,"score_spread":0.3362011147880602,"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."}}