{"id":"W2325975360","doi":"10.1097/01.cot.0000282540.75844.1d","title":"Advanced Colorectal Cancer","year":2007,"lang":"en","type":"article","venue":"Oncology Times","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Medicine; Oncology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001747034,0.0001354701,0.0003476124,0.00007709784,0.0000565081,0.000003310131,0.00005839936,0.0001594738,0.003353161],"category_scores_gemma":[0.00006115514,0.0001097921,0.00009518155,0.0002173693,0.0001265962,0.00004436345,0.00004063256,0.0001731913,0.0002646766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006849754,"about_ca_system_score_gemma":0.0002549472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005867652,"about_ca_topic_score_gemma":0.0002250889,"domain_scores_codex":[0.9990035,0.00002265388,0.0001976154,0.0002567355,0.0001581981,0.0003612701],"domain_scores_gemma":[0.9993288,0.0002118382,0.00006370652,0.0001182995,0.00007802125,0.0001993715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007432099,0.0009641591,0.2030484,0.0000313893,0.0003901394,0.001826863,0.0003805692,0.000008651115,0.02430889,0.0005651886,0.01183223,0.7492114],"study_design_scores_gemma":[0.005180672,0.003048687,0.4565532,0.00004256817,0.0001671452,0.0002563173,0.0001130167,0.00002937172,0.04100956,0.0001786842,0.493221,0.000199848],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6857948,0.0008186814,0.00001851794,0.001072735,0.000401137,0.0002796946,0.000004561156,0.000099779,0.3115101],"genre_scores_gemma":[0.9797053,0.0001281216,0.001673701,0.0007930237,0.0002116519,0.00008542779,0.00001227016,0.0000207854,0.01736975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7490116,"threshold_uncertainty_score":0.9975579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741047499978172,"score_gpt":0.3589090867988347,"score_spread":0.3414986117990529,"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."}}