{"id":"W4391929232","doi":"10.2196/preprints.57404","title":"Assessing Functional Capacity in Directly and Remotely Monitored Home-Based Settings in Individuals With Chronic Respiratory Diseases: Protocol for a Multinational Validation Study (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Université Laval","keywords":"Telerehabilitation; Medicine; Pulmonary rehabilitation; Rehabilitation; Test (biology); Physical therapy; Physical medicine and rehabilitation; Health care; Telemedicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.04419557,0.00299133,0.002853031,0.002107679,0.002876424,0.001618173,0.002019941,0.002425679,0.03173162],"category_scores_gemma":[0.0256191,0.001771424,0.003295218,0.002662989,0.0019071,0.001284887,0.00193035,0.00283373,0.007356199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129513,"about_ca_system_score_gemma":0.01493852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003023957,"about_ca_topic_score_gemma":0.005289512,"domain_scores_codex":[0.9819827,0.01095602,0.003416085,0.001246293,0.001561493,0.0008373887],"domain_scores_gemma":[0.9822334,0.00386494,0.00226387,0.003136725,0.007712057,0.0007890185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2505904,0.08923882,0.03882591,0.05887557,0.002936539,0.002060565,0.008555853,0.01591375,0.02539837,0.01628394,0.1304293,0.3608909],"study_design_scores_gemma":[0.1940283,0.133895,0.2035385,0.0357217,0.002208991,0.001011933,0.005215844,0.01098163,0.01489207,0.007720277,0.3899392,0.0008464422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00444496,0.0001733221,0.00405419,0.00008578285,0.0001415373,0.9883986,0.001574291,0.00004575526,0.001081622],"genre_scores_gemma":[0.001390448,0.00005484395,0.003415176,0.00005190228,0.00001109291,0.9944624,0.0004064824,0.000003814218,0.0002037198],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04419557,"threshold_uncertainty_score":0.2337313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07118824961067538,"score_gpt":0.3722714885029956,"score_spread":0.3010832388923202,"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."}}