{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002289915,0.00008461012,0.0002972674,0.000145478,0.00001966075,0.000002183739,0.00001185045,0.00008550579,0.0001437826],"category_scores_gemma":[0.00005682642,0.00007171834,0.00005752737,0.0001759596,0.00004178618,0.00004370379,0.00001098729,0.0001411334,0.000002277328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911895,"about_ca_system_score_gemma":0.0003183795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006125744,"about_ca_topic_score_gemma":0.001926847,"domain_scores_codex":[0.9989146,0.0001239445,0.0003008644,0.0002488762,0.0001288655,0.0002828346],"domain_scores_gemma":[0.9993874,0.0001633149,0.0001463398,0.00008377201,0.00009865526,0.0001205476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001320332,0.0002935627,0.8943403,0.0002024849,0.00001237827,3.692166e-7,0.0009859436,0.000007038556,0.0003109357,0.000001307333,0.0004326493,0.1020927],"study_design_scores_gemma":[0.00200205,0.001336185,0.9958461,0.0001728498,0.000003218825,0.000003002504,0.00007598657,0.0001644774,0.00001703146,0.000008158655,0.0003185361,0.00005242233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973078,0.0006224774,0.000004220195,0.0004712873,0.0005561006,0.0008618656,0.00003230934,0.00002009646,0.0001238027],"genre_scores_gemma":[0.9989606,0.0001787901,0.00009241906,0.0004879423,0.00004217518,0.0001342519,0.00008726081,0.00001148586,0.000005131631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1020403,"threshold_uncertainty_score":0.9260333,"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."}}