{"id":"W2533532386","doi":"10.4187/respcare.04406","title":"Automatic Oxygen Titration During Walking in Subjects With COPD: A Randomized Crossover Controlled Study","year":2016,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Université Laval","keywords":"Medicine; COPD; Crossover study; Ambulatory; Oxygen; Anesthesia; Oxygen therapy; Physical therapy; Ventilation (architecture); Oxygen pulse; Cardiology; Heart rate; VO2 max; Internal medicine; Blood pressure","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006303783,0.0002662494,0.001015909,0.0003367161,0.000121936,0.00004863384,0.0001287366,0.00009178883,0.0004139892],"category_scores_gemma":[0.000633887,0.0001596295,0.0001767004,0.0003296113,0.0001799502,0.0002214417,0.00006472605,0.0002012399,0.00005594112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022837,"about_ca_system_score_gemma":0.0007178644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003951176,"about_ca_topic_score_gemma":0.0002169951,"domain_scores_codex":[0.997127,0.0005803706,0.000532177,0.0005047024,0.0007946811,0.0004610626],"domain_scores_gemma":[0.9984398,0.0003562314,0.0001554805,0.000525613,0.0003194641,0.0002034066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4890736,0.001127425,0.3964575,0.002312113,0.001055132,0.003731448,0.007030654,0.0000283438,0.08123623,0.00007851746,0.00008559052,0.01778346],"study_design_scores_gemma":[0.5761517,0.0002560052,0.4188535,0.0005840128,0.0001771052,0.00001220421,0.001704362,0.00007980698,0.001878796,0.00001511083,0.0000716225,0.0002157954],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909112,0.001777315,0.00001688186,0.00008051254,0.00005832632,0.005296135,0.00001191847,0.0001136129,0.001734073],"genre_scores_gemma":[0.9986605,0.000008388851,0.0000256735,0.0001448642,0.0001367421,0.0007203156,0.00000458826,0.00005356268,0.0002453827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08707806,"threshold_uncertainty_score":0.6509501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192569394308885,"score_gpt":0.2870637131586048,"score_spread":0.2751380192155159,"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."}}