{"id":"W2137595517","doi":"10.1097/01.sla.0000194087.96582.3e","title":"Lymphovascular Invasion Is Associated With Poor Survival in Gastric Cancer","year":2005,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Protease and Inhibitor Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Lymphovascular invasion; Medicine; Immunohistochemistry; Tissue microarray; Pathology; Cancer; Oncology; Population; Lymph node; Metastasis; 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":[0.0004748687,0.0001167452,0.0002243788,0.00009111095,0.00002270325,0.000006338771,0.00007612519,0.0001195566,0.00005111089],"category_scores_gemma":[0.0001050405,0.0001024279,0.0001263489,0.0001991517,0.00002770534,0.000008545788,0.00003769092,0.0000476304,0.00000417749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001045124,"about_ca_system_score_gemma":0.0001553888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000170767,"about_ca_topic_score_gemma":0.0001114622,"domain_scores_codex":[0.9990562,0.00006528718,0.0002233434,0.0002215791,0.0001858977,0.0002476932],"domain_scores_gemma":[0.9995024,0.00002360967,0.0001137409,0.0001815255,0.0001204775,0.00005824962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003555929,0.0004860546,0.08853013,0.00004127054,0.0003199631,0.00003010105,0.00005315651,0.0001096832,0.8579461,0.00002255423,0.03097702,0.02112839],"study_design_scores_gemma":[0.0003020452,0.00006613629,0.009470404,0.0001170059,0.000009242725,0.00000288244,0.00001393738,0.00002477169,0.9858538,0.00002520309,0.003962992,0.0001515775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964697,0.00255101,0.00003860996,0.0005750776,0.0000655366,0.00008310559,0.00002988038,0.00000637787,0.0001807521],"genre_scores_gemma":[0.9967787,0.001593524,0.00003298484,0.00122112,0.0001390839,0.00001966456,0.00005731288,0.00001682157,0.0001407872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279077,"threshold_uncertainty_score":0.4176887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08480053042811313,"score_gpt":0.2883457238378611,"score_spread":0.203545193409748,"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."}}