{"id":"W2018356803","doi":"10.1378/chest.122.2.498","title":"Teaching Time for Metered-Dose Inhalers in the Emergency Setting","year":2002,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Metered-dose inhaler; Bronchodilator; Nebulizer; Asthma; Inhaler; COPD; Spirometry; Emergency department; Randomized controlled trial; Emergency medicine; Physical therapy; Anesthesia; Surgery; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001200039,0.00008325007,0.0001226411,0.0001157076,0.0002314251,0.00002346386,0.00009364157,0.00005201082,0.0007368763],"category_scores_gemma":[0.0003145745,0.00005215834,0.0001189588,0.00008225903,0.00001890371,0.00009794615,0.000009255096,0.0004668696,0.00008892665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000448633,"about_ca_system_score_gemma":0.00001999505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000110533,"about_ca_topic_score_gemma":6.752136e-7,"domain_scores_codex":[0.9991227,0.0001294521,0.0002957909,0.00008689312,0.0001757383,0.0001894586],"domain_scores_gemma":[0.9995757,0.00009670334,0.0001046766,0.000103178,0.00004938607,0.00007038199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004412838,0.001570046,0.02565674,0.0007504367,0.0003670396,0.001246167,0.06798046,0.000256694,0.1566987,0.000286604,0.3751815,0.3695643],"study_design_scores_gemma":[0.01884438,0.00153115,0.04522863,0.001168577,0.0006679706,0.01685922,0.016967,0.07042917,0.004478384,0.000729941,0.821692,0.001403584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647161,0.0008300524,0.0003394968,0.009112484,0.0004497526,0.0003257034,0.000002125671,0.00002428067,0.02419995],"genre_scores_gemma":[0.9918501,0.00005182777,0.001352871,0.00156036,0.001153792,0.00000737466,0.0000025634,0.00001781214,0.004003313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465105,"threshold_uncertainty_score":0.8068278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225067089654175,"score_gpt":0.2971827163078812,"score_spread":0.2549320454113395,"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."}}