{"id":"W4377206159","doi":"10.18192/uojm.v13i01.6463","title":"Telemedicine Management of COPD: Advancements in Chronic Disease Treatment and Implications for Medical Education","year":2023,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Telemedicine; Health care; Medicine; COPD; Curriculum; Pulmonary disease; Pandemic; Disease; Coronavirus disease 2019 (COVID-19); Pathology; Psychology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003577412,0.0001679524,0.000199661,0.001294414,0.0007870927,0.002566476,0.0008167509,0.001386385,0.006188434],"category_scores_gemma":[0.006544037,0.0001085374,0.0003807222,0.001732136,0.001436915,0.002102251,0.001589883,0.002264783,0.0003860166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009207204,"about_ca_system_score_gemma":0.0187249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1015565,"about_ca_topic_score_gemma":0.2214552,"domain_scores_codex":[0.9988478,0.0002945421,0.00009714051,0.00009628275,0.0003968213,0.0002673228],"domain_scores_gemma":[0.993623,0.001937267,0.0007297537,0.000140061,0.001616428,0.001953515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008964114,0.0002438117,0.02498488,0.002081963,0.00002183315,0.0002342231,0.001487033,0.0003712163,0.0006387796,0.01793864,0.03745017,0.9144579],"study_design_scores_gemma":[0.00008603779,0.0005796609,0.3831433,0.01243167,0.0001199759,0.001857538,0.01154592,0.002262813,0.0009343978,0.01433212,0.5726011,0.0001054476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.05258203,0.3548273,0.001854831,0.5506224,0.002510208,0.00008220899,0.0002723815,0.00008661504,0.03716198],"genre_scores_gemma":[0.5204604,0.4312981,0.006630827,0.02799031,0.004691253,0.00007395688,0.000279211,0.00003320771,0.008542825],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1015565,"threshold_uncertainty_score":0.2019307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975828655014606,"score_gpt":0.3343341516349709,"score_spread":0.3145758650848249,"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."}}