{"id":"W2594831399","doi":"10.1158/1538-7445.sabcs16-p1-05-24","title":"Abstract P1-05-24: A head-to-head comparison of paraffin-embedded MammaPrnt versus oncotype DX: A Mcgill University Healh Center experience","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Concordance; Breast cancer; Internal medicine; Oncology; Cancer; Population; Gynecology; Stage (stratigraphy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002934173,0.0005059174,0.0004450128,0.0007717105,0.0006515985,0.0004290316,0.0006397591,0.0003900652,0.005628079],"category_scores_gemma":[0.002924122,0.000323111,0.0004706317,0.0004960135,0.0005689936,0.0004213214,0.000669464,0.0004509314,0.0009568184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202678,"about_ca_system_score_gemma":0.0007373028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516249,"about_ca_topic_score_gemma":0.01107354,"domain_scores_codex":[0.9989595,0.0004812257,0.00006998818,0.0001843317,0.0001844939,0.0001203527],"domain_scores_gemma":[0.9966792,0.001210829,0.0004289344,0.0002717799,0.0007109547,0.0006982826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09081095,0.01654525,0.7184208,0.0009674282,0.001324651,0.004952332,0.003254898,0.0006858141,0.06638043,0.0002708366,0.004949321,0.09143728],"study_design_scores_gemma":[0.002436392,0.09619917,0.8782889,0.00007370008,0.0005306785,0.003102514,0.001648588,0.0006995171,0.01251693,0.00008292987,0.004342648,0.0000779144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980947,0.0006141507,0.0001143806,0.00004403209,0.00002485108,0.0002111413,0.0002376166,0.00001238791,0.0006468402],"genre_scores_gemma":[0.9977876,0.0002967354,0.0003593637,0.0001111709,0.00004938204,0.00008536042,0.0003469913,0.00001108535,0.0009524401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9948375,"threshold_uncertainty_score":0.0188278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1922338520105062,"score_gpt":0.4880484086905109,"score_spread":0.2958145566800047,"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."}}