{"id":"W4391745862","doi":"10.2196/52076","title":"Simultaneous Cardiopulmonary Exercise Testing and Echocardiography for Investigation of Cardiopulmonary Dysfunction in Outpatients: Protocol for a Scoping Review","year":2024,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Checklist; Cochrane Library; Systematic review; Physical therapy; Intensive care medicine; Meta-analysis; Internal medicine; Psychology","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":[0.0747272,0.005280345,0.01353739,0.0144436,0.004374162,0.007833161,0.004968375,0.008238097,0.06913289],"category_scores_gemma":[0.09062553,0.004850192,0.01720832,0.01432039,0.00472274,0.008884169,0.006776651,0.007092294,0.01141147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01429353,"about_ca_system_score_gemma":0.05806725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004554609,"about_ca_topic_score_gemma":0.01026396,"domain_scores_codex":[0.965878,0.01278046,0.01272679,0.002407236,0.004389941,0.001817586],"domain_scores_gemma":[0.9456981,0.0178778,0.01189326,0.004086861,0.01809253,0.002351423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006102655,0.0005111752,0.000880329,0.8896849,0.001991552,0.00100481,0.003202964,0.001542902,0.002758501,0.005381292,0.03967213,0.04726666],"study_design_scores_gemma":[0.01944998,0.002479316,0.005619693,0.6410976,0.006416691,0.0009455413,0.003032153,0.001252675,0.002047841,0.009552133,0.3075566,0.0005498126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002465862,0.001479727,0.0008664274,0.0003688041,0.0003053203,0.9939449,0.002195,0.0000611716,0.0005320479],"genre_scores_gemma":[0.0002023838,0.001020756,0.002145864,0.0001708773,0.0000277359,0.995782,0.0003965544,0.000005980374,0.0002477934],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0747272,"threshold_uncertainty_score":0.3952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3269496411838569,"score_gpt":0.549790126511782,"score_spread":0.2228404853279251,"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."}}