{"id":"W2041867356","doi":"10.1016/s1091-255x(02)00218-4","title":"17","year":2003,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Colorectal cancer; Chemotherapy; General surgery; Oncology; Internal medicine; Radiology; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000594372,0.000454427,0.0002660258,0.001727498,0.001008014,0.003060926,0.0007641635,0.0008847576,0.4385809],"category_scores_gemma":[0.002303834,0.0001573738,0.0003800936,0.0009289565,0.0006032538,0.00105818,0.001529459,0.0008167996,0.2808886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320427,"about_ca_system_score_gemma":0.002017676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953154,"about_ca_topic_score_gemma":0.004352082,"domain_scores_codex":[0.9993756,0.00007982577,0.00002763988,0.000100358,0.0003125839,0.0001039868],"domain_scores_gemma":[0.9991127,0.00007476701,0.0000392321,0.0001639289,0.0004649509,0.000144421],"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":[0.00007536924,0.0001101028,0.001489525,0.0001755137,0.00001403478,0.0002131894,0.000321616,0.0001961424,0.001599412,0.1613649,0.6308649,0.2035753],"study_design_scores_gemma":[0.00000489569,0.00001294556,0.0008101126,0.00008308268,0.000005475958,0.0001742121,0.000159661,0.0000562136,0.0006190562,0.006799168,0.9912707,0.000004388376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001748286,0.0007433683,0.001795999,0.002586949,0.001603649,0.00006515054,0.0008126227,0.0002398688,0.990404],"genre_scores_gemma":[0.01819497,0.001715931,0.002204633,0.001717031,0.0004538022,0.00006717403,0.001764364,0.0001934067,0.9736887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5614191,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995207609718129,"score_gpt":0.2725367093755194,"score_spread":0.2425846332783381,"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."}}