{"id":"W4245286152","doi":"10.21203/rs.3.rs-17265/v3","title":"Process evaluation of a randomised pilot trial of home-based rehabilitation compared to usual care in patients with heart failure with preserved ejection fraction and their caregiver’s (REACH-HFpEF pilot study)","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Programme Grants for Applied Research; National Institute for Health and Care Research","keywords":"Rehabilitation; Pilot trial; Heart failure; Ejection fraction; Heart failure with preserved ejection fraction; Medicine; Physical therapy; Randomized controlled trial; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007979426,0.002521629,0.003634175,0.0009923739,0.00115221,0.001271983,0.001526681,0.002822966,0.01459104],"category_scores_gemma":[0.01317159,0.001287448,0.003650072,0.0008106754,0.00209823,0.001760468,0.001519799,0.002933583,0.001392712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204528,"about_ca_system_score_gemma":0.003718854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004619021,"about_ca_topic_score_gemma":0.004370045,"domain_scores_codex":[0.9914685,0.00580496,0.0005243237,0.00101585,0.0003747037,0.0008116788],"domain_scores_gemma":[0.9911357,0.004599368,0.001434572,0.000796748,0.0005838372,0.001449705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9580941,0.02907983,0.0003005161,0.0003937926,0.0005053225,0.00002573987,0.0001570146,0.0003364797,0.0004815713,0.00008041374,0.0002997773,0.01024557],"study_design_scores_gemma":[0.9070939,0.09103875,0.001029517,0.00002610552,0.0002137123,0.000004706602,0.0000376994,0.000179837,0.0001208564,0.00008885976,0.0001541883,0.00001185162],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641888,0.0009796278,0.001883616,0.0005518777,0.0007364806,0.02800879,0.001406509,0.0001848605,0.002059348],"genre_scores_gemma":[0.9536812,0.0006920813,0.006073817,0.0005873722,0.0005839742,0.03520314,0.0009349177,0.00004036311,0.002203132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459104,"threshold_uncertainty_score":0.04881191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09427587558004658,"score_gpt":0.431098585390786,"score_spread":0.3368227098107394,"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."}}