{"id":"W2324115307","doi":"","title":"Effect of educational and policy interventions on institutional utilization of wet nebulization respiratory drugs and portable inhalers.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Ipratropium bromide; Medicine; Salbutamol; Psychological intervention; Ipratropium; Asthma; Intervention (counseling); Anesthesia; Bronchodilator; Emergency medicine; Pediatrics; Internal medicine; Nursing","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":[0.002236659,0.0005748626,0.0003965572,0.0005666123,0.0006349754,0.0006797849,0.0008129629,0.0009821113,0.00228624],"category_scores_gemma":[0.008967422,0.0002655352,0.0006348929,0.0006787627,0.0007385268,0.0003698681,0.001001345,0.0009070047,0.0001676722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01085931,"about_ca_system_score_gemma":0.01773931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2556302,"about_ca_topic_score_gemma":0.2378298,"domain_scores_codex":[0.9975794,0.0008149862,0.0001244749,0.0002481936,0.0002625681,0.0009703154],"domain_scores_gemma":[0.9932014,0.001841829,0.002229106,0.0001632681,0.0004538691,0.002110623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07141707,0.1229994,0.4322783,0.002596923,0.001004727,0.0006631471,0.003702832,0.01192362,0.004655449,0.000959791,0.004993341,0.3428054],"study_design_scores_gemma":[0.004346382,0.02508565,0.9643115,0.0002558349,0.0003172411,0.00003785738,0.0008675703,0.001977668,0.001429755,0.00007326878,0.001268274,0.00002891762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973922,0.0003384011,0.00007561312,0.0004704001,0.00003698704,0.0004690784,0.0002748276,0.000017732,0.0009248477],"genre_scores_gemma":[0.998051,0.0002440867,0.0003249203,0.0002410429,0.00002390799,0.0003701877,0.0001731702,0.000001568004,0.0005701332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2556302,"threshold_uncertainty_score":0.5082844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04572291801348248,"score_gpt":0.3082598993285299,"score_spread":0.2625369813150474,"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."}}