{"id":"W4386986381","doi":"10.1016/j.brachy.2023.06.052","title":"PL04  Presentation Time: 2:15 PM","year":2023,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Interquartile range; Interim analysis; External beam radiotherapy; Randomized controlled trial; Brachytherapy; Radiation therapy; Population; Univariate analysis; Surgery; Multivariate analysis; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001459484,0.002004925,0.001689133,0.002070766,0.004444633,0.008572532,0.002435961,0.007032474,0.9289169],"category_scores_gemma":[0.004580645,0.001166272,0.002535746,0.001073216,0.000857586,0.001741158,0.004234439,0.003190412,0.8294221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166484,"about_ca_system_score_gemma":0.001341217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003914478,"about_ca_topic_score_gemma":0.01058739,"domain_scores_codex":[0.9989806,0.0001277845,0.00002711855,0.000145225,0.000259771,0.0004595573],"domain_scores_gemma":[0.9972693,0.0003631799,0.00007405945,0.0001614416,0.0007404798,0.001391424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001249652,0.0001420047,0.0003083752,0.0002010501,0.00001950912,0.0003496904,0.0001018614,0.0001050859,0.001077228,0.001401647,0.9727734,0.02227063],"study_design_scores_gemma":[0.0003093631,0.0004253477,0.003803675,0.0003925698,0.00002517119,0.0001999382,0.000263177,0.0003681996,0.001192408,0.001379553,0.9915981,0.00004249212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0037381,0.0007988984,0.001055315,0.005607064,0.01823504,0.0006109282,0.004824114,0.005919163,0.9592114],"genre_scores_gemma":[0.006507553,0.0002460027,0.0002431548,0.0007219376,0.001715352,0.0001199002,0.001098164,0.00105366,0.9882942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07108313,"threshold_uncertainty_score":0.1013914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644630767958057,"score_gpt":0.3326294596097938,"score_spread":0.3061831519302132,"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."}}