{"id":"W2905952010","doi":"10.1183/13993003.congress-2018.pa706","title":"Innovating the treatment of COPD exacerbations: a phone tele-system to increase Action Plan adherence","year":2018,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Exacerbation; COPD; Action plan; Medical emergency; Copd exacerbation; Telemedicine; Smart phone; Health plan; Emergency medicine; Physical therapy; Health care; 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":[0.001737649,0.0002330236,0.0003073431,0.000479943,0.0003690898,0.0007038118,0.000615872,0.0005953006,0.006896405],"category_scores_gemma":[0.00620681,0.0001403196,0.0003550542,0.0003083889,0.0002125855,0.0004660908,0.0008735121,0.0004721,0.0008032221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005537824,"about_ca_system_score_gemma":0.001216695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171121,"about_ca_topic_score_gemma":0.003524855,"domain_scores_codex":[0.9986815,0.0007682233,0.00008195834,0.0001186913,0.0002322249,0.0001173903],"domain_scores_gemma":[0.9971745,0.001302846,0.00045735,0.0002086559,0.0002285622,0.0006280818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002146089,0.01188386,0.1491852,0.0006156737,0.0001296245,0.0003995092,0.001384224,0.001166357,0.007079479,0.0001583663,0.01223313,0.8136185],"study_design_scores_gemma":[0.003922001,0.02773809,0.9072529,0.0006218316,0.0005583255,0.001353124,0.002525487,0.01843032,0.009097328,0.0005590315,0.02779778,0.0001438258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765391,0.0005172427,0.007865686,0.002770723,0.0001123832,0.002125188,0.0004659106,0.0009219926,0.008681641],"genre_scores_gemma":[0.9684631,0.0004348943,0.02559595,0.001353961,0.0001743511,0.001531651,0.0004323492,0.00002744203,0.001986394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006896405,"threshold_uncertainty_score":0.02307075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05589863346152516,"score_gpt":0.341848974423312,"score_spread":0.2859503409617868,"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."}}