{"id":"W4224443392","doi":"10.1002/pri.1950","title":"A health and lifestyle framework: An evidence‐informed basis for contemporary physical therapist clinical practice guidelines with special reference to individuals with heart failure","year":2022,"lang":"en","type":"review","venue":"Physiotherapy Research International","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Perspective (graphical); Evidence-based practice; Psychology; Psychotherapist; Clinical Practice; Alternative medicine; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003497842,0.0004988574,0.002620614,0.0004648767,0.0003440941,0.0001971894,0.0006156063,0.0002168203,0.0002318528],"category_scores_gemma":[0.004012493,0.0003292982,0.0005671891,0.0006262179,0.0003513159,0.0004655471,0.000236805,0.001689665,0.00002147169],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004010079,"about_ca_system_score_gemma":0.006279354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002647034,"about_ca_topic_score_gemma":0.00004578715,"domain_scores_codex":[0.9940611,0.001220078,0.0009477903,0.001163574,0.001987107,0.0006203431],"domain_scores_gemma":[0.9908707,0.005584519,0.0003829684,0.0008665457,0.001577371,0.0007179554],"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":[0.01852687,0.001419695,0.000105135,0.004761179,0.004129496,0.0000310365,0.001215587,0.000004996677,0.000004017409,0.001314615,0.1090709,0.8594165],"study_design_scores_gemma":[0.001217858,0.008608799,0.0001017767,0.01036314,0.0001208133,0.0001971824,0.0005482048,0.00001925805,9.787194e-7,0.0001723507,0.9783115,0.0003381479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006887272,0.9534329,0.0007183199,0.03415799,0.0004185364,0.009033623,0.0007033133,0.0001148326,0.0007317848],"genre_scores_gemma":[0.0002125082,0.9590272,0.02462969,0.004953215,0.008000412,0.002076134,0.0007594136,0.0001469312,0.0001944415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8692406,"threshold_uncertainty_score":0.9999159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4110333596722693,"score_gpt":0.6106601898341125,"score_spread":0.1996268301618432,"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."}}