{"id":"W4239195491","doi":"10.31038/cst.2021633","title":"A Retrospective Single Center Study Investigating the Clinical Significance of Grade in Triple Negative Breast Cancer","year":2021,"lang":"en","type":"article","venue":"Cancer Studies and Therapeutics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital; University of Windsor; Western University","funders":"University of Windsor","keywords":"Breast cancer; Center (category theory); Retrospective cohort study; Triple-negative breast cancer; Medicine; Cancer; Oncology; Single Center; Internal medicine; Chemistry","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":[0.0008591425,0.0002785635,0.0005353076,0.0007012603,0.0008147637,0.001041621,0.00032382,0.0004199943,0.003083239],"category_scores_gemma":[0.002764652,0.000344206,0.0004452849,0.001268078,0.0003875685,0.0003993372,0.0003831431,0.0004568482,0.0004568802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004411652,"about_ca_system_score_gemma":0.0006972442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004447233,"about_ca_topic_score_gemma":0.007332681,"domain_scores_codex":[0.9991592,0.0002890884,0.00009373653,0.0002295764,0.0001250987,0.0001033474],"domain_scores_gemma":[0.9977369,0.0005171949,0.0007784158,0.0002691419,0.0002955204,0.000402652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002444937,0.00006387829,0.9981167,0.00002133916,0.00006843546,0.0001369211,0.000075846,0.000007090079,0.0003707602,0.00002299555,0.00007387222,0.0007976499],"study_design_scores_gemma":[0.00002687586,0.0006747923,0.9968497,0.00001693691,0.0001780843,0.001094896,0.0003616553,0.00005178823,0.0001523616,0.00003054993,0.0005559105,0.000006493738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978569,0.0005845485,0.0001642494,0.00004140257,0.00001338077,0.00003490948,0.0003426319,0.000004145363,0.0009579434],"genre_scores_gemma":[0.9992076,0.0001231216,0.00008524142,0.00007687954,0.00001320708,0.00001304589,0.0002437522,0.000003007686,0.0002342335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004447233,"threshold_uncertainty_score":0.0103144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08165623899226221,"score_gpt":0.3774562275234127,"score_spread":0.2957999885311505,"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."}}