{"id":"W2148386396","doi":"10.1016/j.ijsu.2010.07.131","title":"Early Detection of Metasteses in Colorectal Cancer With an Intensive Radiological Follow Up","year":2010,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Radiological weapon; Colorectal cancer; General surgery; Cancer; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006147177,0.0003719408,0.0004930473,0.001288098,0.0003235404,0.0005450303,0.000318955,0.0006715028,0.002151892],"category_scores_gemma":[0.004899146,0.0002382242,0.000405837,0.0006362154,0.0002759652,0.0007430664,0.0004621849,0.000698238,0.0002658105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003019837,"about_ca_system_score_gemma":0.0004324932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069554,"about_ca_topic_score_gemma":0.001699396,"domain_scores_codex":[0.9995683,0.0001056768,0.00005332677,0.00003925752,0.0001124539,0.000120891],"domain_scores_gemma":[0.997908,0.000984995,0.0003911419,0.0001033932,0.0002158723,0.0003965897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002171855,0.0002866245,0.9546287,0.00009154921,0.00004516171,0.009039578,0.0001016005,0.00028336,0.005735366,0.00007709318,0.0005363782,0.02700273],"study_design_scores_gemma":[0.00004629404,0.001044875,0.9780507,0.00004580622,0.0001701291,0.01543942,0.0002716623,0.001437321,0.00212348,0.0002181973,0.001131927,0.00002025796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939827,0.002243197,0.0007089571,0.0003876368,0.00006419187,0.000030014,0.0000659638,0.00002824684,0.002489017],"genre_scores_gemma":[0.9984717,0.0003861793,0.0005927933,0.00006391844,0.0001155793,0.00001160543,0.00008170079,0.000004413099,0.0002721213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002151892,"threshold_uncertainty_score":0.00719887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392884225524661,"score_gpt":0.3144835866974185,"score_spread":0.2751951641449524,"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."}}