{"id":"W4211181366","doi":"10.1016/s0025-6196(11)60974-9","title":"Colorectal Cancer","year":2007,"lang":"es","type":"article","venue":"Mayo Clinic Proceedings","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Irinotecan; Colorectal cancer; Oxaliplatin; Cetuximab; Oncology; Radiation therapy; Rectum; Cancer; Internal medicine; Disease; Adjuvant therapy; Chemotherapy; Targeted therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008921495,0.0004765412,0.0008603546,0.000187968,0.0002973829,0.00009399509,0.0001960901,0.0003119397,0.001987981],"category_scores_gemma":[0.0003413134,0.0003956901,0.0003043226,0.0005742885,0.0003305044,0.0001462053,0.0001961087,0.0005205036,0.0005736185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006007278,"about_ca_system_score_gemma":0.0002419172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003354336,"about_ca_topic_score_gemma":0.00007115334,"domain_scores_codex":[0.996944,0.00000597427,0.0008041465,0.0007322426,0.0005381356,0.0009754864],"domain_scores_gemma":[0.998518,0.0002157641,0.000337537,0.0001132741,0.0004507629,0.0003646713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003452016,0.0006754057,0.8552296,0.0005828232,0.001153982,0.0001221272,0.002918661,4.437385e-8,0.002053195,0.0007787899,0.02639855,0.1066349],"study_design_scores_gemma":[0.00402428,0.002750398,0.8128144,0.00090654,0.00109127,0.00004006183,0.002744712,0.00002754898,0.006307576,0.0001634031,0.1685728,0.0005570556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8358968,0.01032712,0.000004605467,0.002469899,0.001713895,0.0007591699,0.00004248631,0.0001583978,0.1486275],"genre_scores_gemma":[0.9777917,0.00604548,0.0001199231,0.001058434,0.002058887,0.0001121896,0.000006923412,0.00006959002,0.01273684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1421743,"threshold_uncertainty_score":0.9998495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143215712444516,"score_gpt":0.3623550956161811,"score_spread":0.3309229384917359,"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."}}