{"id":"W2001312671","doi":"10.1503/cjs.003913","title":"Clinical outcomes of minimally invasive endoscopic and conventional sternotomy approaches for atrial septal defect repair","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Carotid endarterectomy; Perioperative; Atrial fibrillation; Stroke (engine); Incidence (geometry); Prospective cohort study; Cardiac surgery; Heart failure; Endarterectomy; valvular heart disease; Retrospective cohort study; Delirium; Internal medicine; Cardiology; Surgery; Intensive care medicine; Stenosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002097245,0.0001281159,0.0008829999,0.0003244242,0.00005044487,0.0000117234,0.00005163267,0.0001206226,0.00004745113],"category_scores_gemma":[0.001622807,0.0001096934,0.003594339,0.00006607498,0.0002061924,0.00009561002,0.00001018894,0.000163355,6.110432e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004567073,"about_ca_system_score_gemma":0.001587782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424208,"about_ca_topic_score_gemma":0.000723965,"domain_scores_codex":[0.9984441,0.0001608376,0.0008588218,0.0001505402,0.0001706739,0.0002149651],"domain_scores_gemma":[0.9962179,0.002525285,0.0004079384,0.0001341606,0.0002095025,0.0005052005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000254251,0.0000211568,0.9799916,0.0001110232,0.0008804257,0.00007630954,0.00002689161,3.437545e-7,0.000007633775,0.0002429812,0.004415485,0.01397188],"study_design_scores_gemma":[0.001065912,0.0003638644,0.9759889,0.0002293936,0.0005163618,0.000214332,0.00007574583,0.000007798853,0.00007395368,0.0001682814,0.02119301,0.000102396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966157,0.001351729,0.0002465087,0.0003560419,0.0007792356,0.0002356192,0.00003942808,0.00001162022,0.0003641011],"genre_scores_gemma":[0.9977118,0.00006715265,0.001320711,0.0002122476,0.000535514,0.000005499069,0.00001472059,0.00001724884,0.0001151559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01677752,"threshold_uncertainty_score":0.4473167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0766251873391753,"score_gpt":0.299183040869559,"score_spread":0.2225578535303838,"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."}}