{"id":"W4223620977","doi":"10.1080/15412555.2022.2049737","title":"The Association between Fat-Free Mass and Exercise Test Outcomes in People with Chronic Obstructive Pulmonary Disease: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canadian Institutes of Health Research","keywords":"COPD; Medicine; Physical therapy; Pulmonary disease; Fat free mass; Exercise intolerance; Internal medicine; Body mass index; Fat mass","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002430281,0.002244599,0.009132718,0.001270692,0.0009837622,0.0002875195,0.00274365,0.0004827745,0.000463363],"category_scores_gemma":[0.006730802,0.001528881,0.002525389,0.002592799,0.0009448357,0.001121788,0.001393452,0.00434615,0.00003940199],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0242585,"about_ca_system_score_gemma":0.01418952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000360815,"about_ca_topic_score_gemma":0.00003656869,"domain_scores_codex":[0.9841992,0.002375364,0.00450271,0.001901941,0.004913533,0.002107223],"domain_scores_gemma":[0.9804886,0.006645684,0.005831745,0.003157167,0.001169383,0.002707402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007367823,0.0009321893,0.06717677,0.8206025,0.002592403,0.007919912,0.00005212674,0.0000142685,5.097587e-7,0.00006785786,0.0002793088,0.09962536],"study_design_scores_gemma":[0.00358634,0.0005882072,0.3265975,0.545798,0.05211665,0.001665361,0.0004546501,0.0001517448,3.891831e-7,0.001268033,0.0654445,0.002328602],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004706022,0.9825493,0.00001159561,0.0009296813,0.0006213862,0.0121661,0.002843508,0.0000813301,0.0003264843],"genre_scores_gemma":[0.004034918,0.9888623,0.00005268366,0.00006170774,0.00106551,0.002745306,0.0006799136,0.0004498914,0.002047817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2748045,"threshold_uncertainty_score":0.9990293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182694372883987,"score_gpt":0.2965978227529515,"score_spread":0.2783283854645528,"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."}}