{"id":"W2076084312","doi":"10.1016/j.soc.2013.09.010","title":"Treatment of Colorectal Cancer","year":2013,"lang":"en","type":"article","venue":"Surgical Oncology Clinics of North America","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Oncology; Internal medicine; General surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.00003085236,0.0001705785,0.001095146,0.00006097931,0.00003729105,0.000001514557,0.00006060855,0.00009159663,0.0009083208],"category_scores_gemma":[0.00003551185,0.0001131577,0.000306079,0.0002327013,0.0005385734,0.0000284765,0.00003804576,0.00008525002,0.00003668289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105804,"about_ca_system_score_gemma":0.0003621372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302249,"about_ca_topic_score_gemma":0.0002872567,"domain_scores_codex":[0.9987171,0.00005367491,0.0005749069,0.0002439402,0.0001684194,0.0002419161],"domain_scores_gemma":[0.9985473,0.000549566,0.0003247461,0.0001598502,0.000264125,0.0001544555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001065409,0.00165157,0.4096608,0.00001698337,0.0004609032,0.00007134132,0.0001991276,0.000008871682,0.00001679249,0.000007233558,0.000258645,0.5865824],"study_design_scores_gemma":[0.004507566,0.0225491,0.5574343,0.00001554709,0.0003487879,0.00002765905,0.0001174126,0.00009562867,0.0001517998,0.00002463785,0.4146112,0.0001162854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796631,0.002172899,0.000001636395,0.001472723,0.0002253737,0.0005663634,0.00005621276,0.00002139568,0.0158203],"genre_scores_gemma":[0.9832547,0.01515266,0.0005987093,0.000106302,0.00008714844,0.0002584374,0.00002729846,0.00001230429,0.0005024293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5864661,"threshold_uncertainty_score":0.9945475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987663271768227,"score_gpt":0.3671926497556967,"score_spread":0.3373160170380144,"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."}}