{"id":"W1983516059","doi":"10.1191/1479972306cd086ed","title":"Should the endurance shuttle walk test replace the six-minute walk test in individuals with chronic obstructive pulmonary disease?","year":2006,"lang":"en","type":"letter","venue":"Chronic Respiratory Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Pulmonary disease; Test (biology); Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.001040928,0.00236618,0.001890048,0.0008091182,0.001519505,0.0003652554,0.003046233,0.0010675,0.001424394],"category_scores_gemma":[0.001613942,0.00151546,0.001068557,0.002202361,0.004230253,0.0006990141,0.001358268,0.008184267,0.000444617],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01020264,"about_ca_system_score_gemma":0.01757513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002876496,"about_ca_topic_score_gemma":0.0002950676,"domain_scores_codex":[0.9854268,0.001152262,0.001870271,0.00371678,0.004410318,0.003423513],"domain_scores_gemma":[0.9867363,0.003450298,0.001064262,0.006579589,0.0006219368,0.001547602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007832522,0.001292786,0.3295837,0.00640753,0.0004878599,0.02512944,0.0001305837,0.000691793,0.0001392759,0.00005019483,0.6285228,0.00678083],"study_design_scores_gemma":[0.002765082,0.0002366998,0.4928935,0.001477049,0.0009806782,0.00008511213,0.00005055515,0.0006039207,0.00002897439,0.00020985,0.4995554,0.001113162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.128562,0.2369852,0.00003029754,0.5815127,0.001695264,0.02507645,0.01637212,0.001099892,0.008666064],"genre_scores_gemma":[0.6501033,0.001142254,0.00006209133,0.2587377,0.03180381,0.01246914,0.007037553,0.002129534,0.03651459],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5215413,"threshold_uncertainty_score":0.9997804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379011048234313,"score_gpt":0.2779792187258687,"score_spread":0.2541891082435256,"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."}}