{"id":"W2573810422","doi":"10.1002/cncr.30511","title":"The utility of abbreviated patient‐reported outcomes for predicting survival in early stage colorectal cancer","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; BC Cancer Agency; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Colorectal cancer; Psychosocial; Hazard ratio; Internal medicine; Quality of life (healthcare); Cancer; Proportional hazards model; Stage (stratigraphy); Anxiety; Disease; Oncology; Lung cancer; Breast cancer; Confidence interval; 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":[0.005017868,0.0005149213,0.0004571409,0.001671873,0.0002120483,0.0008725879,0.0005312632,0.0004513117,0.001030252],"category_scores_gemma":[0.0153516,0.0001135463,0.000729649,0.001284319,0.0003343309,0.0008057795,0.0007830081,0.0008872734,0.0001892709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004327309,"about_ca_system_score_gemma":0.0003725335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647676,"about_ca_topic_score_gemma":0.002407114,"domain_scores_codex":[0.9984295,0.0009416417,0.0001719619,0.0001391612,0.0002047519,0.000112929],"domain_scores_gemma":[0.9869467,0.005585051,0.004841641,0.0003711726,0.001348051,0.000907284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003518328,0.00004652633,0.9894336,0.00006021195,0.0001313211,0.00001891517,0.00003687552,0.0005085309,0.00004252843,0.00003345156,0.0002870205,0.009049174],"study_design_scores_gemma":[0.0000388185,0.0006211638,0.9941698,0.00005242524,0.0001465956,0.0001369543,0.0001166084,0.003909084,0.0001091483,0.00017557,0.0005044945,0.00001940624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938029,0.00204108,0.0007884414,0.0002971203,0.00005157123,0.00004281424,0.001750084,0.00002394663,0.001202173],"genre_scores_gemma":[0.9981066,0.0002429212,0.0004986272,0.00003679287,0.00002878991,0.00003472838,0.0009776189,0.000002185617,0.00007169584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005017868,"threshold_uncertainty_score":0.0265373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04866039673830709,"score_gpt":0.3477401225829911,"score_spread":0.299079725844684,"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."}}