{"id":"W1512230728","doi":"10.1159/000155898","title":"Quality of Life following Colorectal Cancer Surgery: The Role of Alexithymia","year":2008,"lang":"en","type":"article","venue":"European Surgical Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Medicine; Colorectal cancer; Quality of life (healthcare); Prospective cohort study; Internal medicine; Cancer; Surgery; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002631902,0.00009786255,0.0004279086,0.00009417718,0.0001267769,0.000005420923,0.0001762063,0.00003017141,0.000341833],"category_scores_gemma":[0.0007917949,0.00005733735,0.0002911133,0.000456014,0.0003796354,0.00003023999,0.00009531691,0.000233161,0.00005994265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002627652,"about_ca_system_score_gemma":0.0002683749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005405896,"about_ca_topic_score_gemma":0.000009586684,"domain_scores_codex":[0.99694,0.001103836,0.0004509688,0.0001958544,0.0009879037,0.0003214043],"domain_scores_gemma":[0.9978076,0.001444288,0.00009309554,0.0003168215,0.0001545316,0.00018365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001067225,0.0007104429,0.9845679,0.00007287125,0.0003175216,0.0002294657,0.000863268,8.546706e-7,0.001776965,0.0005054069,0.001408469,0.008479615],"study_design_scores_gemma":[0.001713798,0.0001604967,0.978911,0.0003438034,0.00001175761,0.00001536664,0.0004593285,0.00002661501,0.001583822,0.0002140841,0.01647887,0.00008109589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8549997,0.002286757,0.000001454191,0.0003452557,0.00005275216,0.0002245233,0.00001057293,0.00001317888,0.1420658],"genre_scores_gemma":[0.9983391,0.0006927554,0.00002194977,0.00002192754,0.00007243257,0.00001213555,0.000007190301,0.00002285943,0.000809647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1433394,"threshold_uncertainty_score":0.3742832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323313900815913,"score_gpt":0.4060608056589782,"score_spread":0.2737294155773868,"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."}}