{"id":"W7161115828","doi":"10.2196/86832","title":"Effectiveness, Efficacy, and Safety of Home-Based Cardiac Rehabilitation Following Valve Replacement or Repair: Protocol for a Systematic Review (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Protocol (science); MEDLINE; Valve replacement; Systematic review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04946634,0.005465388,0.0160306,0.006340105,0.004021103,0.006651751,0.002797211,0.007314575,0.07370781],"category_scores_gemma":[0.1058825,0.005909558,0.0213762,0.005910795,0.004338909,0.004904428,0.003801017,0.008180765,0.007381828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01249875,"about_ca_system_score_gemma":0.02300136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009437359,"about_ca_topic_score_gemma":0.01720279,"domain_scores_codex":[0.9664381,0.01437921,0.01107231,0.002945286,0.003303179,0.001861985],"domain_scores_gemma":[0.9600695,0.01905588,0.009626548,0.004186843,0.005739118,0.001322068],"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":[0.0916718,0.001173145,0.002146447,0.7989866,0.02382866,0.0005707387,0.002679345,0.001568448,0.002583067,0.004898312,0.03340613,0.03648733],"study_design_scores_gemma":[0.5476701,0.009218152,0.01607308,0.2317865,0.07156628,0.0004574485,0.002007938,0.002421738,0.002773097,0.01297016,0.1020237,0.001031898],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001863104,0.00289049,0.001142863,0.0003806852,0.0005627341,0.987828,0.004597133,0.0001551181,0.0005798386],"genre_scores_gemma":[0.002310745,0.0005635429,0.001450361,0.0002242947,0.00004940227,0.9947827,0.0003337807,0.000009721986,0.0002754644],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07370781,"threshold_uncertainty_score":0.2616062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0668797385917507,"score_gpt":0.5503789775892428,"score_spread":0.4834992389974921,"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."}}