{"id":"W2613154544","doi":"10.1007/s11136-017-1589-2","title":"Impact of marital status and comorbid disorders on health-related quality of life after cardiac surgery","year":2017,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Lawrence College; University of Toronto","funders":"","keywords":"Medicine; Quality of life (healthcare); Marital status; Depression (economics); Spouse; Physical therapy; Cardiac surgery; Randomized controlled trial; Surgery; Population","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":[0.01882343,0.000188982,0.002009991,0.0003382192,0.0002432705,0.0000153712,0.0001316914,0.0001951527,0.00007620662],"category_scores_gemma":[0.007348902,0.0001625966,0.000571877,0.0002165737,0.0009843538,0.0001036772,0.0001663367,0.0006755691,0.000007435463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081311,"about_ca_system_score_gemma":0.00445726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2115109,"about_ca_topic_score_gemma":0.001129169,"domain_scores_codex":[0.9922507,0.002885455,0.001875204,0.0003898601,0.001639,0.0009598226],"domain_scores_gemma":[0.9928708,0.003056621,0.0008435523,0.001138772,0.0003425983,0.001747632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007817305,0.0006390644,0.9691688,0.006116917,0.0001605212,0.00000121942,0.0008477941,2.129275e-7,0.00009879371,0.0001179572,0.002505273,0.01252608],"study_design_scores_gemma":[0.001630177,0.001382477,0.9953161,0.0003779331,0.000009288317,5.783032e-7,0.0007471381,0.000003496479,0.00004226939,0.000142987,0.0002378702,0.0001097144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879996,0.003227541,9.916217e-7,0.00490094,0.0001768359,0.001112913,0.001004906,0.00001282715,0.001563398],"genre_scores_gemma":[0.9949883,0.004535912,0.00003182381,0.0001481201,0.00008059124,0.00002571542,0.00008930639,0.00002504159,0.00007513762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2103818,"threshold_uncertainty_score":0.8797852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2612283428100746,"score_gpt":0.5359950422534402,"score_spread":0.2747666994433656,"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."}}