{"id":"W4416084848","doi":"10.1093/neuonc/noaf201.0115","title":"BIOM-27. PREDICTIVE BIOMARKERS OF BRAIN METASTASIS IN TRIPLE-NEGATIVE BREAST CANCER: CLINICOPATHOLOGICAL CORRELATES AND EMERGING EVIDENCE","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Brain metastasis; Breast cancer; Metastasis; STAT3; Disease; Estrogen receptor; Transcription factor; Carcinogenesis","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":[0.00352931,0.0007974812,0.002870666,0.01517388,0.0003678491,0.002765151,0.001116367,0.001085977,0.006098394],"category_scores_gemma":[0.0127157,0.0003758683,0.003266796,0.01927811,0.0005580792,0.001461326,0.0009386118,0.0008045791,0.00154092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104999,"about_ca_system_score_gemma":0.004022201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003689791,"about_ca_topic_score_gemma":0.005170762,"domain_scores_codex":[0.9980918,0.000361495,0.0007260686,0.0002409546,0.0004816253,0.00009809621],"domain_scores_gemma":[0.9865161,0.007595947,0.003519434,0.0001819884,0.001899365,0.0002870565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001602458,0.0001051304,0.06794786,0.5835496,0.01049071,0.0006746693,0.0003293945,0.0004692586,0.001989971,0.001919793,0.01469819,0.3162229],"study_design_scores_gemma":[0.0006476577,0.0007407658,0.2910216,0.3951277,0.07301227,0.00401035,0.001215604,0.001205458,0.002316983,0.004729408,0.2257365,0.0002358055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006659653,0.9824095,0.0002689919,0.001224412,0.000224468,0.0001079763,0.006538106,0.00002400237,0.002542882],"genre_scores_gemma":[0.076318,0.9135581,0.0016958,0.0009418709,0.0004127736,0.0003108048,0.005979184,0.00002046665,0.0007629972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01517388,"threshold_uncertainty_score":0.02040112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544683886315037,"score_gpt":0.3725357908900779,"score_spread":0.3370889520269276,"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."}}