{"id":"W2965334038","doi":"10.1037/hea0000781","title":"Depression and functional status in colorectal cancer patients awaiting surgery: Impact of a multimodal prehabilitation program.","year":2019,"lang":"en","type":"article","venue":"Health Psychology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Prehabilitation; Hospital Anxiety and Depression Scale; Medicine; Anxiety; Depression (economics); Physical therapy; Rehabilitation; Logistic regression; Internal medicine; Psychiatry","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":[0.0004726273,0.0001646209,0.0003107032,0.0001968497,0.0002049037,0.0002434082,0.0001335881,0.0003286212,0.000729021],"category_scores_gemma":[0.001640799,0.0001018405,0.0003596506,0.0002105973,0.0001164991,0.00014588,0.0002203083,0.0003197683,0.00006732316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108084,"about_ca_system_score_gemma":0.0002989894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002608043,"about_ca_topic_score_gemma":0.00611995,"domain_scores_codex":[0.9997923,0.00008932682,0.00002389893,0.00002081286,0.00003434158,0.00003934421],"domain_scores_gemma":[0.9994749,0.0001011488,0.0001753703,0.00001161433,0.00003756568,0.0001993985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005938149,0.00248964,0.9586206,0.0001853392,0.0004139726,0.0001193251,0.0001334115,0.0001916682,0.001176597,0.00001070877,0.0002865511,0.03043403],"study_design_scores_gemma":[0.0002372025,0.005004943,0.9941467,0.00001935009,0.00009607987,0.0000795676,0.0000889729,0.0001558806,0.0000700253,0.00000660109,0.00009105591,0.000003664653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991466,0.0005758904,0.00001430493,0.00006416926,0.000005116334,0.00001940187,0.00004926126,0.000001150423,0.000124102],"genre_scores_gemma":[0.9996071,0.0001522859,0.00005019298,0.00004031369,0.000007776632,0.00001837969,0.00007533953,2.05337e-7,0.00004846477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002608043,"threshold_uncertainty_score":0.005185783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477227704064604,"score_gpt":0.4019880686916629,"score_spread":0.3772157916510168,"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."}}