{"id":"W2790532172","doi":"10.1136/bmjopen-2017-018835","title":"Cost-effectiveness of FreeO<sub>2</sub>in patients with chronic obstructive pulmonary disease hospitalised for acute exacerbations: analysis of a pilot study in Quebec","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Mitacs","keywords":"Medicine; COPD; Oxygen therapy; Pulmonary disease; Emergency medicine; Acute care; Intensive care medicine; Internal medicine; Health care","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002794135,0.0008580331,0.00126529,0.0005902234,0.0006192924,0.001087198,0.001086169,0.0009446092,0.002823806],"category_scores_gemma":[0.006107983,0.0003333757,0.002594082,0.001064568,0.0008405829,0.0004785691,0.0006107058,0.0008096888,0.0001275161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03863239,"about_ca_system_score_gemma":0.01065319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8113464,"about_ca_topic_score_gemma":0.7945008,"domain_scores_codex":[0.9977053,0.001393778,0.00009797102,0.0001254938,0.0002841799,0.0003933274],"domain_scores_gemma":[0.9951668,0.001915332,0.001077393,0.0001433394,0.0008021697,0.0008949823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3052354,0.01965026,0.3835582,0.007626587,0.01784444,0.001393689,0.0009307531,0.06983928,0.005000915,0.001847781,0.01005331,0.1770194],"study_design_scores_gemma":[0.04348845,0.0613393,0.8348409,0.0007951063,0.003743966,0.0002299486,0.0008521171,0.05164735,0.0005663965,0.0003051758,0.001995091,0.0001962307],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934158,0.002530988,0.0003239212,0.0003988119,0.00002214472,0.0009158736,0.001351957,0.000009958785,0.001030546],"genre_scores_gemma":[0.9975162,0.0006271068,0.000397753,0.0001792041,0.00001614372,0.0002983402,0.0006387033,0.000002951331,0.0003236665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886536,"threshold_uncertainty_score":0.3795292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0453327404359967,"score_gpt":0.3787321501774096,"score_spread":0.3333994097414129,"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."}}