{"id":"W2206515395","doi":"10.14740/gr681w","title":"Preoperative Chemoradiation in Locally Advanced Rectal Cancer: Efficacy and Safety","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003584377,0.00009829258,0.0003148207,0.0001346896,0.00009633647,0.000196002,0.00008750117,0.0001142885,0.0004455723],"category_scores_gemma":[0.0008941311,0.00005176839,0.000214451,0.0001837274,0.0001691394,0.00009687917,0.00009578439,0.0002020585,0.00009017387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556145,"about_ca_system_score_gemma":0.000175063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002678031,"about_ca_topic_score_gemma":0.0005520804,"domain_scores_codex":[0.9998042,0.00008084137,0.00002539581,0.00002083197,0.00004849374,0.00002023381],"domain_scores_gemma":[0.9993711,0.0002024053,0.0002975205,0.00003685182,0.00003521674,0.00005685697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01803069,0.0006269538,0.7776942,0.0007056666,0.0004775412,0.0008601223,0.0001814164,0.00230953,0.0288729,0.0000662658,0.0006081408,0.1695666],"study_design_scores_gemma":[0.0005039995,0.03247052,0.9440889,0.00009340869,0.0005424644,0.005592125,0.00013814,0.001804889,0.01243655,0.00006881878,0.002239285,0.0000209117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967679,0.002822589,0.0001232679,0.00003999709,0.000004612054,0.000007103784,0.00004034602,0.000005685315,0.0001884295],"genre_scores_gemma":[0.9993398,0.0004433208,0.00007403331,0.00001973748,0.000009477211,0.000004518744,0.00007249288,9.952241e-7,0.00003567495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004455723,"threshold_uncertainty_score":0.001895607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07757064598580359,"score_gpt":0.4073334340272697,"score_spread":0.3297627880414661,"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."}}