{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009537539,0.0004578258,0.0005092671,0.0003341062,0.0005055389,0.0006779088,0.0005105131,0.0003473983,0.001724737],"category_scores_gemma":[0.001993027,0.0002442174,0.000770157,0.0003042563,0.0003600449,0.0004522755,0.0006330874,0.0004735766,0.0002273703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005546337,"about_ca_system_score_gemma":0.000626079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004348895,"about_ca_topic_score_gemma":0.001329318,"domain_scores_codex":[0.9995321,0.0001420705,0.0000683302,0.0000986951,0.00007915775,0.00007980721],"domain_scores_gemma":[0.9987863,0.0002989133,0.0003810299,0.00006112483,0.00004072972,0.0004319647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009164535,0.005347145,0.8879303,0.0004176832,0.001147747,0.00578953,0.001259858,0.001115161,0.005699032,0.0002431965,0.001072322,0.08081345],"study_design_scores_gemma":[0.001703218,0.04695925,0.900857,0.0002968797,0.0006158189,0.03814756,0.003090923,0.003393072,0.003080379,0.0003499092,0.001409849,0.00009625946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993116,0.0003463087,0.0001305937,0.00003028235,0.00001190974,0.00001621163,0.00002303784,0.000002516553,0.0001276447],"genre_scores_gemma":[0.9991633,0.0003159822,0.0003171085,0.00004362332,0.0000286383,0.00001554232,0.00005948736,0.000002273951,0.00005412095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001724737,"threshold_uncertainty_score":0.005769849,"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."}}