{"id":"W4385238199","doi":"10.4187/respcare.10810","title":"Automated O <sub>2</sub> Titration Alone or With High-Flow Nasal Cannula During Walking Exercise in Chronic Lung Diseases","year":2023,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Nasal cannula; Medicine; Titration; Cannula; Oxygenation; Anesthesia; COPD; Physical therapy; Surgery; Internal medicine","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":[0.0009263853,0.000264947,0.0004098526,0.0001345041,0.0001229976,0.000235407,0.0002476623,0.0003879466,0.0005745244],"category_scores_gemma":[0.00149121,0.0001294304,0.0003125753,0.0001255727,0.0002769666,0.0002223411,0.0002489487,0.0002418763,0.00005553472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089636,"about_ca_system_score_gemma":0.0002566756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006761228,"about_ca_topic_score_gemma":0.001143928,"domain_scores_codex":[0.9995261,0.0002390765,0.00004004211,0.00005709495,0.00007871351,0.00005892161],"domain_scores_gemma":[0.9993717,0.0002846782,0.0001622793,0.00003770393,0.00003886993,0.0001047834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2307201,0.01909759,0.3441507,0.001741921,0.001539209,0.0003625095,0.0005223741,0.005786203,0.09391695,0.0001327606,0.0005944915,0.3014351],"study_design_scores_gemma":[0.00709661,0.1728425,0.7989186,0.00009862335,0.0006447016,0.0003174111,0.0001869821,0.006517391,0.01247741,0.0001351773,0.000734236,0.00003035231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995974,0.000147288,0.0001317791,0.000009135851,0.000003525259,0.00001683201,0.000009885891,0.000002717026,0.00008136532],"genre_scores_gemma":[0.999496,0.00005459883,0.0003275998,0.00002069016,0.000008967881,0.00002879448,0.00001987686,7.60937e-7,0.00004283162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009263853,"threshold_uncertainty_score":0.004899263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150739636988614,"score_gpt":0.2790581925690342,"score_spread":0.2675507961991481,"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."}}