{"id":"W3169631076","doi":"10.2174/1574893616666210531101550","title":"Identification of Risk Molecular Subtype of Colon Cancer with Lymphovascular Invasion","year":2021,"lang":"en","type":"article","venue":"Current Bioinformatics","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Natural Science Foundation of China","keywords":"Colorectal cancer; Lymphovascular invasion; Micrometastasis; Oncology; Metastasis; Medicine; Internal medicine; Stage (stratigraphy); Adjuvant chemotherapy; microRNA; Cancer; Biology; Gene; Genetics","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":[0.00009922256,0.00008863064,0.000287892,0.00005437966,0.0000314121,0.000005297923,0.0000351953,0.00002829498,0.00002302174],"category_scores_gemma":[0.00008371184,0.00006320422,0.00008914724,0.00026451,0.00006370163,0.00005349623,0.00003355174,0.00005069443,0.000002901556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007169386,"about_ca_system_score_gemma":0.0002170173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003676462,"about_ca_topic_score_gemma":0.00003352844,"domain_scores_codex":[0.9991616,0.00001643922,0.0003912322,0.00007812231,0.0002637646,0.00008885465],"domain_scores_gemma":[0.9990081,0.00002594808,0.000328238,0.000215739,0.0003856668,0.00003637263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001311497,0.001966693,0.3414249,0.008245123,0.00249744,0.00004468107,0.01206908,0.0006353086,0.03225954,0.0009586393,0.001124041,0.597463],"study_design_scores_gemma":[0.005622122,0.0007454818,0.1774053,0.001540966,0.002290258,0.00004175942,0.0021769,0.006774472,0.8003476,0.0001189714,0.002633596,0.0003024937],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900136,0.007871611,0.001413349,0.00004089702,0.0001489981,0.0002116618,0.00006124357,0.00000994341,0.0002287035],"genre_scores_gemma":[0.9948127,0.004260727,0.0008044416,0.00001114073,0.00001161461,0.00001868833,0.00005763056,0.000006285022,0.00001683357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7680881,"threshold_uncertainty_score":0.2577393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745944249339284,"score_gpt":0.2873822911494141,"score_spread":0.2699228486560213,"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."}}