{"id":"W3007758454","doi":"10.1038/s41598-020-59728-3","title":"Stathmin expression associates with vascular and immune responses in aggressive breast cancer subgroups","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Norges Forskningsråd; Universitetet i Bergen; Helse Vest","keywords":"Stathmin; Breast cancer; Cancer research; Biology; Angiogenesis; Immunohistochemistry; Cancer; Triple-negative breast cancer; Oncology; Medicine; Pathology; Internal medicine; Immunology; 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":[0.0006566729,0.0001385996,0.0003340694,0.0001072287,0.0001162875,0.00009204858,0.00004016218,0.00004734243,0.0002016781],"category_scores_gemma":[0.0001468683,0.00009822999,0.00006201061,0.0004834984,0.0001815825,0.0001224668,0.00006465975,0.000143504,0.000002271064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007489412,"about_ca_system_score_gemma":0.0002971856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004533165,"about_ca_topic_score_gemma":0.0001446592,"domain_scores_codex":[0.9982293,0.00005639539,0.000332685,0.0006264285,0.0004937566,0.0002614453],"domain_scores_gemma":[0.9989615,0.00003089272,0.0003356724,0.0003382455,0.0001212757,0.0002124067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001379736,0.0002148711,0.3257783,0.0003268653,0.0001346621,0.008963327,0.005283847,0.00004527072,0.6310149,0.000006958331,0.007517454,0.01933384],"study_design_scores_gemma":[0.003841446,0.0003345064,0.5566055,0.002458234,0.0003599925,0.001827411,0.002166624,0.0001098788,0.388275,0.0002755866,0.04309722,0.0006485847],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914995,0.005741836,0.00001996479,0.001707745,0.0004689942,0.0003449594,0.00002334916,0.00003174466,0.0001619104],"genre_scores_gemma":[0.9984653,0.0002589473,0.0003414475,0.0001183147,0.00006634858,0.00003810212,0.00002847204,0.00001908821,0.0006639527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427399,"threshold_uncertainty_score":0.4005703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337184983856946,"score_gpt":0.2586211694576706,"score_spread":0.2452493196191012,"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."}}