{"id":"W4381050962","doi":"10.1016/j.clon.2023.06.012","title":"Organ and Function Preservation in Gastrointestinal Malignancies","year":2023,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Rectum; Radiation therapy; Radiation oncologist; Medical physics; Intensive care medicine; General surgery; Radiology; Surgery","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":[0.000341942,0.0001263519,0.0001701373,0.0003069947,0.0002157557,0.0005242959,0.0001424764,0.0001503,0.002605492],"category_scores_gemma":[0.00060884,0.00003609141,0.0002063947,0.0003913027,0.0003220577,0.0002504915,0.0003753824,0.0003763117,0.0002483281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732133,"about_ca_system_score_gemma":0.00054132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004934213,"about_ca_topic_score_gemma":0.001099679,"domain_scores_codex":[0.9998862,0.00004299742,0.000008566449,0.000009079245,0.00002096223,0.00003215638],"domain_scores_gemma":[0.9998423,0.00004567067,0.00004534941,0.000007186961,0.00001808426,0.00004146102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001436939,0.0003038167,0.1287938,0.001630026,0.0001659088,0.001506648,0.0002073209,0.001216695,0.00655444,0.005043961,0.008694322,0.8444461],"study_design_scores_gemma":[0.000249738,0.006799456,0.7482331,0.001894881,0.000488486,0.0196814,0.001183918,0.00142001,0.01072327,0.009987868,0.1993037,0.00003417023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4516903,0.4723243,0.002426601,0.006869898,0.000797284,0.00005612194,0.0002557126,0.00005004907,0.06552959],"genre_scores_gemma":[0.932642,0.06024903,0.00116327,0.000991467,0.0006838359,0.00002775175,0.0002098006,0.000008317628,0.004024583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002605492,"threshold_uncertainty_score":0.008716285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1597970111566344,"score_gpt":0.4441528779104232,"score_spread":0.2843558667537888,"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."}}