{"id":"W2167807154","doi":"10.1136/thx.2009.128702","title":"Measurement properties of the SenseWear armband in adults with chronic obstructive pulmonary disease","year":2010,"lang":"en","type":"article","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; West Park Healthcare Centre","funders":"","keywords":"Medicine; Pulmonary disease; Chronic disease; Physical therapy; Intensive care medicine; Internal medicine; Cardiology","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":[0.004839814,0.0006348203,0.0006220574,0.000841644,0.0003530594,0.0007615414,0.0005794739,0.001470011,0.001162259],"category_scores_gemma":[0.01697137,0.0002896625,0.0008313147,0.0007932841,0.0004616908,0.0004933794,0.0008570914,0.0005266294,0.0005018861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547507,"about_ca_system_score_gemma":0.0001592909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007567609,"about_ca_topic_score_gemma":0.0009883412,"domain_scores_codex":[0.9962287,0.00151553,0.0005501749,0.0005309665,0.001059442,0.0001151982],"domain_scores_gemma":[0.992305,0.003567909,0.002586198,0.0004701174,0.0008718124,0.000198982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003044485,0.00006449062,0.9923599,0.00008335287,0.0001166557,0.00003051538,0.0001319036,0.0001570679,0.0007100765,0.00001372696,0.0001239926,0.005903838],"study_design_scores_gemma":[0.00001015212,0.0004413405,0.9985161,0.00002075238,0.00003758151,0.0001921876,0.00006473592,0.0003178335,0.0001603153,0.00002191751,0.0002116695,0.000005415855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935248,0.001601512,0.002110355,0.0001109858,0.00004469761,0.0001855171,0.0009164512,0.00002623645,0.001479516],"genre_scores_gemma":[0.996313,0.0002588407,0.002026697,0.00008228338,0.00003406317,0.0002432409,0.0008479783,0.000005761426,0.0001880178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004839814,"threshold_uncertainty_score":0.02559566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557884492693988,"score_gpt":0.2521459142336247,"score_spread":0.2265670693066848,"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."}}