{"id":"W4312001588","doi":"10.2196/preprints.44832","title":"Evaluation and Management of Dyspnea in Hypermobile Ehlers-Danlos Syndrome and Generalized Hypermobility Spectrum Disorder: Protocol for a Pilot and Feasibility Randomized Controlled Trial (Preprint)","year":2022,"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":"Toronto General Hospital","funders":"","keywords":"Physical therapy; Medicine; Ehlers–Danlos syndrome; Randomized controlled trial; Rehabilitation; Joint hypermobility; Physical medicine and rehabilitation; Internal medicine; Surgery","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":[0.02418913,0.005269531,0.008907476,0.002132117,0.00328667,0.003102937,0.003128359,0.00679608,0.06870712],"category_scores_gemma":[0.0211959,0.002867607,0.005782771,0.002482985,0.002492406,0.003126541,0.002040702,0.006367543,0.01110625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004356132,"about_ca_system_score_gemma":0.01406094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733007,"about_ca_topic_score_gemma":0.004635118,"domain_scores_codex":[0.9847431,0.009140361,0.001938904,0.001183398,0.00143567,0.001558533],"domain_scores_gemma":[0.9909502,0.002138986,0.002039781,0.001119046,0.002254661,0.001497448],"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":[0.8969108,0.01947331,0.0008919232,0.02198533,0.00258875,0.0002860855,0.0003240317,0.001636346,0.002527687,0.002697276,0.01947309,0.03120535],"study_design_scores_gemma":[0.950868,0.02443915,0.001707828,0.002431524,0.000666096,0.00005222842,0.00009271789,0.000849442,0.0005355106,0.0009582181,0.01733187,0.00006752573],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001311518,0.0001726127,0.0005882956,0.0001323044,0.0001824088,0.9966479,0.0005936316,0.00004305033,0.0003282985],"genre_scores_gemma":[0.001281752,0.00009307985,0.001051877,0.0001214303,0.0000386336,0.9971138,0.00009779955,0.000002554413,0.0001990119],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06870712,"threshold_uncertainty_score":0.2298482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0649667235018923,"score_gpt":0.3898579860704147,"score_spread":0.3248912625685224,"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."}}