{"id":"W2021846183","doi":"10.1159/000173482","title":"Employment following Aortocoronary Bypass Surgery in Young Patients","year":2008,"lang":"en","type":"article","venue":"Cardiology","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Angina; Bypass surgery; Multivariate analysis; Coronary artery bypass surgery; Disease; Surgery; Physical therapy; Internal medicine; Artery; Myocardial infarction","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":[],"consensus_categories":[],"category_scores_codex":[0.000860196,0.0001289451,0.0004041861,0.00008428147,0.0003329351,0.000009949168,0.0001758142,0.0001388653,0.00004875465],"category_scores_gemma":[0.000289437,0.0001299227,0.0002775856,0.0001868381,0.0003034663,0.0001240265,0.00006919762,0.000108554,0.00005304801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040178,"about_ca_system_score_gemma":0.0001597103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003661184,"about_ca_topic_score_gemma":0.00188387,"domain_scores_codex":[0.9978641,0.0005643202,0.0003403861,0.000341653,0.000338197,0.0005514057],"domain_scores_gemma":[0.9993333,0.0002152535,0.00005828713,0.000231308,0.00004406421,0.0001177959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008277337,0.00006092289,0.9932597,0.000003711507,0.00003255385,0.00004899113,0.002313125,0.00001445633,0.000007773659,0.000128002,0.002996058,0.001126423],"study_design_scores_gemma":[0.0002700251,0.0000352194,0.9861265,0.000009935826,0.00001024059,0.000001981196,0.0008709456,8.095005e-7,0.000006124002,0.0002191307,0.01230585,0.0001432558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691787,0.000126227,0.00001540564,0.0002476657,0.001937876,0.0003312787,0.000003284004,0.0000560829,0.02810342],"genre_scores_gemma":[0.9987889,0.0001795561,0.00001580086,0.0001272229,0.0002603081,0.0001278813,0.00002134876,0.00001186655,0.000467152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02961011,"threshold_uncertainty_score":0.5534639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1717275722807802,"score_gpt":0.3856542854681809,"score_spread":0.2139267131874006,"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."}}