{"id":"W2313435732","doi":"10.1097/01.cot.0000360408.53448.92","title":"GI Cancer: Research Roundup of Selected Poster Studies","year":2009,"lang":"en","type":"article","venue":"Oncology Times","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Abdominoperineal resection; Colorectal cancer; Radiation therapy; Cancer; Colostomy; Radiation oncologist; Surgery; General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002882645,0.001681272,0.001127023,0.003708549,0.001264543,0.006345903,0.001847316,0.003716002,0.4885122],"category_scores_gemma":[0.008656937,0.0006907192,0.001728275,0.003252751,0.0004568859,0.0034089,0.002288701,0.003322984,0.2419298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676099,"about_ca_system_score_gemma":0.002998232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149293,"about_ca_topic_score_gemma":0.003973779,"domain_scores_codex":[0.9985583,0.0002672255,0.0001502964,0.0001986476,0.0006268821,0.0001985667],"domain_scores_gemma":[0.9893739,0.001226318,0.0005454175,0.0004946354,0.005976588,0.002383193],"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":[0.00003347021,0.0000139352,0.00003135584,0.0002700465,0.000003171839,0.00001465821,0.000004379,0.000005774296,0.00004133614,0.0001029704,0.9841459,0.01533297],"study_design_scores_gemma":[0.00004737973,0.00004750121,0.0005726902,0.001095511,0.00001088983,0.00005398802,0.00005054304,0.000008759298,0.0000570794,0.0002650689,0.9977819,0.000008616182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0009477332,0.08070843,0.00114515,0.105976,0.4133711,0.002477374,0.02972901,0.001694694,0.3639506],"genre_scores_gemma":[0.0047587,0.09689065,0.002473291,0.05370481,0.2545394,0.002707374,0.02636878,0.001305366,0.5572518],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4885122,"threshold_uncertainty_score":0.7295753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228946191700328,"score_gpt":0.4846229424767879,"score_spread":0.3617283233067551,"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."}}