{"id":"W2594171470","doi":"10.1158/1538-7445.sabcs16-p2-05-06","title":"Abstract P2-05-06: Analytical and clinical validation of a fully automated tissue-based quantitative assay (MetaSite <i>Breast</i>™) to detect the likelihood of distant metastasis in hormone receptor (HR)-positive, HER2-negative early stage breast cancer (ESBC)","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Metastasis; Confidence interval; Odds ratio; Cancer; Pathology; Cohort","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":[0.001907423,0.0004540791,0.0002785781,0.000514188,0.0003037827,0.0005556372,0.0004500665,0.0004114785,0.0008381762],"category_scores_gemma":[0.003600237,0.0003090073,0.0002415617,0.0003576968,0.0003638921,0.0002313063,0.0003780212,0.0003726355,0.0003254585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608048,"about_ca_system_score_gemma":0.0002814536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002031439,"about_ca_topic_score_gemma":0.002046802,"domain_scores_codex":[0.9990432,0.0002917239,0.00006747445,0.0002690036,0.0002810631,0.00004746406],"domain_scores_gemma":[0.9972494,0.0007031526,0.0008250281,0.0004485583,0.0005837551,0.0001900999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00107019,0.0002441069,0.9683224,0.00002779533,0.00007945862,0.0000872946,0.0001103668,0.0003168195,0.0243438,0.00004132899,0.00021609,0.005140284],"study_design_scores_gemma":[0.0001035798,0.001809902,0.9804349,0.000008590439,0.00006744517,0.001101036,0.00007059221,0.002990623,0.01269387,0.00003569104,0.0006702816,0.00001343647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965304,0.00008558873,0.002175122,0.00001555944,0.00000708043,0.00007534927,0.0007979996,0.00003757558,0.0002753773],"genre_scores_gemma":[0.9950939,0.00002075979,0.00326037,0.00002294295,0.000009728924,0.00009172235,0.001286269,0.00000853237,0.0002056907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002031439,"threshold_uncertainty_score":0.01008755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801775533931678,"score_gpt":0.4331739760836796,"score_spread":0.3751562207443628,"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."}}