{"id":"W4309165883","doi":"10.1111/jocs.17158","title":"Mini‐sternotomy versus full sternotomy for isolated aortic valve replacement: A single‐center experience","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Single Center; Propensity score matching; Cardiopulmonary bypass; Aortic valve replacement; Retrospective cohort study; Surgery; Median sternotomy; Cardiac surgery; Aortic valve; Aortic cross-clamp; Cardiology","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":[0.001652827,0.0002837505,0.001215045,0.0004627048,0.0001675021,0.00004735606,0.0001493949,0.00008424638,0.0002973488],"category_scores_gemma":[0.0002465881,0.0002705898,0.002864022,0.0003424724,0.00006850188,0.0002848131,0.0001391543,0.0003902596,0.000004107397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004386302,"about_ca_system_score_gemma":0.0003107329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007099453,"about_ca_topic_score_gemma":2.286418e-7,"domain_scores_codex":[0.996797,0.0003059574,0.001139541,0.0003248698,0.0009431314,0.0004895492],"domain_scores_gemma":[0.9970343,0.001093005,0.0007690404,0.0004617408,0.0003705956,0.000271293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09474371,0.002187238,0.4853109,0.0003891476,0.005285451,0.0007383942,0.003561077,0.00001738501,0.03239158,0.00001979541,0.2193466,0.1560088],"study_design_scores_gemma":[0.00337341,0.004136394,0.02528596,0.0003723122,0.001079505,0.002710787,0.003106196,0.00006178991,0.007175736,0.00003139012,0.9519298,0.0007367241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891594,0.00201793,0.0005563783,0.0004385967,0.006041382,0.0006796312,0.00008359335,0.00008071893,0.0009423508],"genre_scores_gemma":[0.9976056,0.0002142702,0.0002939859,0.0005069468,0.0006907365,0.0002389234,0.00004551616,0.00006316216,0.0003408881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7325832,"threshold_uncertainty_score":0.9999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061573674099449,"score_gpt":0.2926564988057671,"score_spread":0.2620407620647726,"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."}}