{"id":"W3215301696","doi":"10.1016/j.clcc.2021.11.006","title":"Impact of Tumor Location on Patient Outcomes in Small Bowel Cancers","year":2021,"lang":"en","type":"article","venue":"Clinical Colorectal Cancer","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"BC Cancer Foundation","keywords":"Medicine; Jejunum; Duodenum; Gastroenterology; Internal medicine; Duodenal cancer; Colorectal cancer; Ileum; Stage (stratigraphy); Adjuvant therapy; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001571301,0.0001301649,0.0004390998,0.00006340077,0.00001728912,0.000005622084,0.00004990899,0.00003669076,0.0002710581],"category_scores_gemma":[0.001438887,0.00009171529,0.0002512601,0.0002632086,0.0001061453,0.00001957226,0.00003826265,0.0002958986,0.00001862327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008478432,"about_ca_system_score_gemma":0.001634615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00187688,"about_ca_topic_score_gemma":0.002205075,"domain_scores_codex":[0.9986528,0.0001009828,0.0004731418,0.000289664,0.0002120212,0.0002714097],"domain_scores_gemma":[0.9988213,0.0003611137,0.0001152271,0.0001757261,0.0002914923,0.0002351671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00241519,0.001083197,0.9875337,0.00003896398,0.0001100515,0.0005125008,0.00003162825,0.0002332043,0.0003506237,0.00001496541,0.0002243034,0.007451687],"study_design_scores_gemma":[0.002341513,0.007913506,0.9862921,0.0003023231,0.00003073216,0.00002810883,0.00003922807,0.0002136603,0.002707943,0.00003601035,0.00002791324,0.00006697275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977936,0.0002612438,0.000002681254,0.0006599459,0.0001324918,0.0003685631,0.00003293121,0.0000132629,0.0007352452],"genre_scores_gemma":[0.9991721,0.0000678154,0.0002079234,0.0002818075,0.00004233045,0.00009858017,0.00001800565,0.00001370855,0.00009775916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007384714,"threshold_uncertainty_score":0.3740041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06862771294074278,"score_gpt":0.4277277145777719,"score_spread":0.3591000016370291,"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."}}