{"id":"W2946550609","doi":"10.1016/j.ygyno.2019.03.097","title":"Mismatch repair deficiency as a predictive marker for response to adjuvant radiotherapy in endometrial cancer","year":2019,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"BC Cancer Agency","keywords":"Medicine; Endometrial cancer; Hazard ratio; Internal medicine; Oncology; Radiation therapy; Brachytherapy; Proportional hazards model; Adjuvant; Retrospective cohort study; External beam radiotherapy; Cancer; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005077963,0.0001926686,0.0002833426,0.00101065,0.0002254591,0.000417579,0.0002609747,0.0004079068,0.0009788134],"category_scores_gemma":[0.003400523,0.000124211,0.000246861,0.0008897756,0.0002394235,0.0001921372,0.0002044841,0.000403173,0.0001347718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100613,"about_ca_system_score_gemma":0.0002895071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239328,"about_ca_topic_score_gemma":0.001371139,"domain_scores_codex":[0.9997398,0.0001081796,0.00003349302,0.00003485302,0.00003939043,0.00004416848],"domain_scores_gemma":[0.9983449,0.0007449519,0.0005254376,0.00009883146,0.0001010346,0.0001848303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005979955,0.00002500671,0.9944637,0.00001399356,0.0000545365,0.0002054225,0.0000284297,0.0001267255,0.001655812,0.00002365119,0.00004995072,0.002754671],"study_design_scores_gemma":[0.00001451245,0.0003179952,0.9952508,0.00001470657,0.0001423461,0.001166277,0.000116413,0.001119011,0.001250484,0.00009294449,0.0005087417,0.000005737423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985065,0.0008228887,0.0001080063,0.00006618317,0.00001469808,0.000003310806,0.0001150969,0.000003834249,0.000359592],"genre_scores_gemma":[0.999625,0.0001132741,0.00009343795,0.00001300367,0.00000872713,0.000001682501,0.00006225306,0.000001243755,0.00008139589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001239328,"threshold_uncertainty_score":0.0032745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076508822141784,"score_gpt":0.3526619727192514,"score_spread":0.3318968844978336,"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."}}