{"id":"W2341603000","doi":"10.4081/monaldi.2008.399","title":"Short burst oxygen therapy in patients with COPD","year":2016,"lang":"en","type":"review","venue":"Monaldi Archives for Chest Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Oxygen therapy; COPD; Oxygen; Medicine; Intensive care medicine; Internal medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004537558,0.0004811438,0.001267611,0.0009530054,0.0002205159,0.0005707167,0.0005487893,0.0006734841,0.003285968],"category_scores_gemma":[0.0006980108,0.0001613921,0.00104868,0.00083377,0.0001863713,0.0004502324,0.0003834149,0.0008411053,0.000503003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002421252,"about_ca_system_score_gemma":0.0005513755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008502845,"about_ca_topic_score_gemma":0.002638796,"domain_scores_codex":[0.9998234,0.00004082656,0.0000393206,0.00002816094,0.00005208667,0.00001626697],"domain_scores_gemma":[0.9997795,0.0001261494,0.00005051794,0.000004137923,0.00002788743,0.00001181463],"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":[0.0005641812,0.0002288968,0.0023076,0.06290071,0.001110088,0.0001578721,0.0000718035,0.0001101668,0.001086197,0.0009026172,0.01398843,0.9165715],"study_design_scores_gemma":[0.001792967,0.002833929,0.06220322,0.1430341,0.0124803,0.0054454,0.0006867565,0.0007642888,0.002158355,0.003487064,0.7649807,0.0001329643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000376314,0.9990753,0.00001669354,0.00009473606,0.00008603682,0.000004069046,0.00001324421,0.000001082879,0.0003325109],"genre_scores_gemma":[0.005545333,0.9935394,0.0001085675,0.0002670182,0.000190877,0.00001372867,0.00004953444,7.38187e-7,0.0002848038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003285968,"threshold_uncertainty_score":0.01099271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087186386057549,"score_gpt":0.3172754511107929,"score_spread":0.2864035872502174,"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."}}