{"id":"W3197203866","doi":"10.1016/j.surg.2021.07.027","title":"Laparoscopic versus open resection in patients with locally advanced colon cancer","year":2021,"lang":"en","type":"article","venue":"Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Interquartile range; Surgery; Laparoscopy; Colorectal cancer; Resection margin; Retrospective cohort study; Cancer; Laparoscopic surgery; Resection; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008786984,0.0001133032,0.0003644746,0.00006838627,0.00003584691,0.00002159045,0.00004583112,0.0000572801,0.0005169295],"category_scores_gemma":[0.0001442643,0.00009417945,0.00004328473,0.0005508307,0.00002930386,0.0001360512,0.00007286823,0.0001227524,0.00001546167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00049845,"about_ca_system_score_gemma":0.0005326577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003660936,"about_ca_topic_score_gemma":0.002847725,"domain_scores_codex":[0.9989678,0.00005763718,0.0001804872,0.0003091441,0.0002530153,0.0002318746],"domain_scores_gemma":[0.9992766,0.000204819,0.00005518423,0.0002071771,0.0001591335,0.00009706151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02126515,0.0003993196,0.9591719,0.00003994397,0.00007580031,0.0002239531,0.00002950161,0.00002631089,0.00005149532,0.000004645841,0.0005315387,0.01818042],"study_design_scores_gemma":[0.01102618,0.0006059401,0.9803023,0.0004439624,0.00003508703,0.000001648743,0.00002509357,0.000005420555,0.003243811,0.000009563574,0.004182119,0.0001189161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993679,0.000317371,8.93394e-7,0.0002846936,0.0007792531,0.000462931,0.00001029921,0.00002349705,0.004442093],"genre_scores_gemma":[0.9984443,0.000107026,0.0000740567,0.0001723576,0.00003703908,0.0002156658,0.00007968936,0.00001945577,0.0008504122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02113034,"threshold_uncertainty_score":0.5660015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227952691128069,"score_gpt":0.3229450754278094,"score_spread":0.2906655485165287,"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."}}