{"id":"W3023739552","doi":"10.1016/j.ijrobp.2006.07.574","title":"2169","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Regional Cancer Foundation","funders":"","keywords":"Medicine; External beam radiotherapy; Brachytherapy; Rectum; Radiation therapy; Prospective cohort study; Cohort; Urology; Surgery; Radiology; 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":[],"category_scores_codex":[0.0002151465,0.0008152766,0.0003998817,0.001302301,0.001089394,0.001765838,0.0006567376,0.001201116,0.8476563],"category_scores_gemma":[0.0005761039,0.0002156564,0.0004134773,0.00103396,0.000414051,0.0008999972,0.001211707,0.00064609,0.8031878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004601883,"about_ca_system_score_gemma":0.000371346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492464,"about_ca_topic_score_gemma":0.001791113,"domain_scores_codex":[0.9998247,0.00001632206,0.00001415151,0.00005525495,0.0000593014,0.0000302103],"domain_scores_gemma":[0.999713,0.00004156365,0.00001358331,0.00006019374,0.0001032163,0.00006841267],"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":[0.0003045937,0.0003128998,0.002483719,0.0002765448,0.00003846408,0.0006148891,0.0001502154,0.0003511015,0.01857726,0.01991038,0.3988695,0.5581105],"study_design_scores_gemma":[0.00002166306,0.00005667081,0.001828336,0.0000837836,0.00001478575,0.0008644145,0.00006413235,0.000200165,0.001840031,0.001496611,0.9935214,0.000008032865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002474555,0.0005014629,0.001233476,0.0006064572,0.0009526018,0.00005861037,0.000792945,0.0003766483,0.9930033],"genre_scores_gemma":[0.005296066,0.0003769332,0.0006043825,0.0003985238,0.0001741515,0.00003552617,0.001031159,0.00008621116,0.9919969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1523437,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700703946213534,"score_gpt":0.3124952637022164,"score_spread":0.2954882242400811,"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."}}