{"id":"W2970862661","doi":"10.1093/jncics/pkz063","title":"PTHrP, A Biomarker for CNS Metastasis in Triple-Negative Breast Cancer and Selection for Adjuvant Chemotherapy in Node-Negative Disease","year":2019,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Bone health and treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta; McGill University Health Centre","funders":"Fondation de l'Hôpital Général de Montréal; Jewish General Hospital; University of Chittagong; Alberta Cancer Foundation; McGill University Health Centre; American Association for Cancer Research; McGill University; U.S. Department of Defense","keywords":"Medicine; Breast cancer; Oncology; Triple-negative breast cancer; Internal medicine; Hazard ratio; Proportional hazards model; Biomarker; Trastuzumab; Cancer; Metastasis; Univariate analysis; Confidence interval; Multivariate analysis; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005143613,0.0001751375,0.0002444168,0.0004781247,0.0001295239,0.0003659097,0.0002194069,0.0002102685,0.001045794],"category_scores_gemma":[0.00157105,0.00006321623,0.0001905018,0.0004035319,0.0001960891,0.0001592982,0.0001819298,0.0002267254,0.0001345461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297318,"about_ca_system_score_gemma":0.0003162439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725025,"about_ca_topic_score_gemma":0.002903078,"domain_scores_codex":[0.9998574,0.00003222868,0.00001725108,0.00003897793,0.00003623495,0.00001787768],"domain_scores_gemma":[0.999527,0.0001409193,0.0001635943,0.00002015474,0.00006703194,0.00008128436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005670302,0.00001729475,0.9817697,0.00004858026,0.00006739063,0.0003295011,0.00003385064,0.000169523,0.004682014,0.00003240423,0.0004985391,0.01178407],"study_design_scores_gemma":[0.00001459537,0.00008532564,0.9959098,0.00001631744,0.00008907113,0.001355039,0.00007916932,0.0007952399,0.000962259,0.0001223275,0.000566894,0.000003946332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966373,0.001813211,0.0003234631,0.0001470017,0.00001749559,0.00001000864,0.0003769816,0.00001060993,0.0006639478],"genre_scores_gemma":[0.9991344,0.0002673037,0.0002301402,0.00001901687,0.00001453699,0.000005923059,0.0002059681,0.000001492676,0.0001212793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001725025,"threshold_uncertainty_score":0.003498554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144070652744342,"score_gpt":0.3376281370407004,"score_spread":0.316187430513257,"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."}}