{"id":"W4416690604","doi":"10.46747/cfp.711112e263","title":"Équité, lignes directrices et appareils respiratoires","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Canadian Sleep & Circadian Network; Esri (Canada); Centre Intégré de Santé et de Services Sociaux des Laurentides; Canadian Association for the Study of Adult Education; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Alberta","funders":"","keywords":"2019-20 coronavirus outbreak; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001434668,0.000647889,0.0007668045,0.002951713,0.001483968,0.002030326,0.0006592837,0.001055246,0.01918088],"category_scores_gemma":[0.006088038,0.0003614665,0.0008313202,0.003191015,0.001216529,0.001340754,0.0008866443,0.00131153,0.001930504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002483177,"about_ca_system_score_gemma":0.002752068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1554872,"about_ca_topic_score_gemma":0.1369638,"domain_scores_codex":[0.9981743,0.0003408713,0.0001725019,0.0002497649,0.0008384401,0.0002240926],"domain_scores_gemma":[0.9972773,0.0007030864,0.0009040543,0.0001130198,0.0008085201,0.0001940954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001231937,0.0005964636,0.5165998,0.006666971,0.000665951,0.007398556,0.00767931,0.001023261,0.005385956,0.01672653,0.02784936,0.4081758],"study_design_scores_gemma":[0.00005631509,0.0006458731,0.7557925,0.004836716,0.00048101,0.02340391,0.006793396,0.0008203215,0.002025967,0.00476252,0.2002537,0.0001278357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5595489,0.2603451,0.007850688,0.0119972,0.001424711,0.000352147,0.008756656,0.0002362923,0.1494883],"genre_scores_gemma":[0.8200254,0.1005131,0.00868205,0.002092654,0.0008643065,0.000171229,0.004628908,0.0001529146,0.0628693],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1554872,"threshold_uncertainty_score":0.3091643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912582111750132,"score_gpt":0.292962704677455,"score_spread":0.2738368835599537,"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."}}