{"id":"W4402075626","doi":"10.1186/s13019-024-02990-7","title":"Depression predicts delayed return to daily activities in patients post-cardiac surgery: a prospective observational study","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiothoracic Surgery","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Cardiac surgery; Observational study; Cardiothoracic surgery; Medicine; Depression (economics); Prospective cohort study; Abdominal surgery; Internal medicine; Surgery; Intensive care medicine; General surgery","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":[0.0008454568,0.0003023752,0.0005424418,0.0005209926,0.0005438759,0.0007619177,0.0004059989,0.0007500694,0.001234125],"category_scores_gemma":[0.002384447,0.0004007946,0.0006832598,0.0009593369,0.0002939558,0.0004819969,0.0004858877,0.001321672,0.0002541392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002726642,"about_ca_system_score_gemma":0.0004114894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003080093,"about_ca_topic_score_gemma":0.005537682,"domain_scores_codex":[0.9994403,0.0001545162,0.00007911395,0.0001024365,0.0001105188,0.0001130996],"domain_scores_gemma":[0.9981524,0.0003230687,0.000772338,0.0001100721,0.0001440626,0.0004979662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009765414,0.00009286754,0.999405,0.000005764575,0.00003708103,0.00003426025,0.000036193,0.000008422838,0.00003518212,0.000002765612,0.0000264488,0.000218318],"study_design_scores_gemma":[0.00001993206,0.0003297912,0.9991155,0.000006560584,0.00003002035,0.0001624614,0.0001660524,0.00008120968,0.00001604033,0.00000697432,0.00006213275,0.000003304404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994494,0.0001434478,0.00003240837,0.00002749199,0.000004666478,0.00001467211,0.0001916228,9.228658e-7,0.0001353166],"genre_scores_gemma":[0.9995316,0.00007904366,0.00004242676,0.00002389081,0.000006717999,0.00001320887,0.0002465594,5.916049e-7,0.00005595565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003080093,"threshold_uncertainty_score":0.006124318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288225708152967,"score_gpt":0.3543405023344973,"score_spread":0.3114582452529676,"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."}}