{"id":"W4400101551","doi":"10.1186/s13019-024-02871-z","title":"A comparative analysis of open heart surgery and minimally invasive cardiac surgery in exercise-based cardiac rehabilitation","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiothoracic Surgery","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac surgery; Cardiothoracic surgery; Rehabilitation; Quality of life (healthcare); Physical therapy; Clinical endpoint; Prospective cohort study; Vascular surgery; Canadian Cardiovascular Society; Emergency medicine; Surgery; Internal medicine; Randomized controlled trial; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002953072,0.0003137014,0.0009468962,0.0008053949,0.0002210586,0.0007001958,0.0004129609,0.000582742,0.002316791],"category_scores_gemma":[0.00703676,0.0001446919,0.00135064,0.0007912536,0.000375585,0.0005998105,0.0006619425,0.0004250278,0.0002243445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534152,"about_ca_system_score_gemma":0.0006219566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006521928,"about_ca_topic_score_gemma":0.001496087,"domain_scores_codex":[0.9971915,0.001345751,0.000327059,0.0004079769,0.0004176369,0.0003102303],"domain_scores_gemma":[0.9939325,0.003136373,0.001374509,0.0002258161,0.0004312524,0.0008993489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03409731,0.001434248,0.9436788,0.0003171515,0.002031394,0.0001353499,0.0003469835,0.0001685837,0.0008999176,0.0001078609,0.000210964,0.01657157],"study_design_scores_gemma":[0.0005615458,0.009600198,0.988014,0.0000421569,0.0005677646,0.00008612451,0.0004533781,0.0003183103,0.00009615078,0.00005448702,0.0001952754,0.0000105751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989957,0.0005669051,0.000070161,0.00002048079,0.00001306995,0.00002497496,0.0000781293,0.000001280043,0.0002292984],"genre_scores_gemma":[0.9995856,0.00008830383,0.00005336758,0.00001670989,0.00001698031,0.00002622313,0.000157209,9.687898e-7,0.00005467412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002953072,"threshold_uncertainty_score":0.01561749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04889920679078832,"score_gpt":0.3892299313737604,"score_spread":0.3403307245829721,"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."}}