{"id":"W4394204038","doi":"10.6084/m9.figshare.22616308","title":"Additional file 8 of Identification of critical prognosis signature associated with lymph node metastasis of stomach adenocarcinomas","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Lymph node metastasis; Identification (biology); Stomach; Lymph node; Signature (topology); Adenocarcinoma; Metastasis; Medicine; Oncology; Pathology; Internal medicine; Biology; Cancer; Mathematics","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":[0.0008782977,0.001628636,0.00178479,0.002235482,0.0008677007,0.001792884,0.001882439,0.001679751,0.5210747],"category_scores_gemma":[0.01022188,0.000500482,0.001730848,0.003107537,0.0003125944,0.001094408,0.001140768,0.00123186,0.1023474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113215,"about_ca_system_score_gemma":0.002109787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0084695,"about_ca_topic_score_gemma":0.01830542,"domain_scores_codex":[0.999356,0.00007807807,0.00008505609,0.0002349236,0.0001247739,0.0001212549],"domain_scores_gemma":[0.9949949,0.003244198,0.0003388704,0.0003776859,0.0007749096,0.0002694018],"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":[0.0004518533,0.00008512253,0.00459176,0.004511299,0.000161488,0.0001054868,0.00005169796,0.000560123,0.0005628614,0.0004397355,0.9829347,0.005543959],"study_design_scores_gemma":[0.004976401,0.0003267971,0.04682448,0.003152081,0.0005953374,0.0008783083,0.000255933,0.00249112,0.001982101,0.006565048,0.9317878,0.000164568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001238499,0.00003486952,0.0000461331,0.00003669993,0.00001238712,0.00001479724,0.9994265,0.0001058201,0.0001989891],"genre_scores_gemma":[0.001865142,0.0000894261,0.0005285155,0.0001738509,0.00002260289,0.0002903751,0.9955201,0.0001124571,0.00139753],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5210747,"threshold_uncertainty_score":0.6831288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844536323026002,"score_gpt":0.2963061514766085,"score_spread":0.2578607882463484,"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."}}