{"id":"W2223939435","doi":"10.1155/2015/731357","title":"Empowering Family Physicians to Impart Proper Inhaler Teaching to Patients with Chronic Obstructive Pulmonary Disease and Asthma","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; AstraZeneca (Canada); University of Calgary; University of Alberta; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Inhaler; Asthma; Pulmonary disease; Intensive care medicine; Bronchodilator Agents; Physical therapy; Chronic disease; COPD; Family medicine; Disease; Internal medicine; Bronchodilator","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":[0.0002836699,0.0002349265,0.000256385,0.0005078592,0.000365993,0.0001038217,0.000112207,0.00006626697,0.00003200924],"category_scores_gemma":[0.0001198386,0.0001861288,0.00005381304,0.0002105,0.0000676058,0.0002841649,0.0000382165,0.0005382702,0.00007579645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156575,"about_ca_system_score_gemma":0.002466408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005346432,"about_ca_topic_score_gemma":0.002280448,"domain_scores_codex":[0.9983387,0.000107683,0.0002817474,0.0003178097,0.0004386337,0.0005154298],"domain_scores_gemma":[0.9954985,0.000009687416,0.000083916,0.0002420406,0.0004245482,0.003741337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001697826,0.0002387428,0.8400373,0.0001357366,0.0002449048,0.004496358,0.005046759,0.001879067,0.003820712,0.00008739086,0.02102003,0.1212951],"study_design_scores_gemma":[0.001430906,0.0007268174,0.8078982,0.0003820295,0.00006270638,0.00009494443,0.0006875843,0.00005269411,0.00007146881,0.000005307465,0.1882049,0.0003825384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953172,0.0004331991,0.00007733073,0.0005331923,0.0003071071,0.0005887501,0.0000290218,0.00002358002,0.002690684],"genre_scores_gemma":[0.9875091,0.000001268646,0.0001710097,0.01119774,0.0007375795,0.00001856154,0.000005072724,0.00005344455,0.0003062718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671848,"threshold_uncertainty_score":0.7590113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681637731792407,"score_gpt":0.2587911039517474,"score_spread":0.2419747266338233,"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."}}