{"id":"W2494076453","doi":"10.1158/1538-7445.am2016-4765","title":"Abstract 4765: Impact of TP53 status and functional classification on molecular profiles in breast cancer subtypes","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Breast cancer; Cancer; Oncology; Medicine; Internal medicine; Context (archaeology); Disease; Estrogen receptor; Progesterone receptor; Bioinformatics; Biology","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":[0.001204676,0.0002554992,0.0003339594,0.001921109,0.0003425615,0.000866527,0.0003074747,0.000329498,0.002896307],"category_scores_gemma":[0.002771307,0.000080372,0.0003974671,0.001543568,0.0003410836,0.0002616811,0.0003446256,0.0002811414,0.000673685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783336,"about_ca_system_score_gemma":0.0001987017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967935,"about_ca_topic_score_gemma":0.002145402,"domain_scores_codex":[0.9992931,0.0001525406,0.0001103657,0.0001752454,0.0001516835,0.0001171667],"domain_scores_gemma":[0.9978454,0.0008466426,0.0005877792,0.0001837108,0.0003017801,0.0002347506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005845705,0.00002462009,0.9857895,0.00002353634,0.00005393109,0.0001270689,0.00005258159,0.0001621551,0.007458347,0.00003640991,0.0001807788,0.005506648],"study_design_scores_gemma":[0.000005988039,0.00009726934,0.9959731,0.000009995854,0.00006174188,0.0005541219,0.00008498396,0.0006332371,0.001969168,0.00008807671,0.0005177129,0.00000469628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970523,0.0004657408,0.0004028305,0.00003581103,0.000009524845,0.00001632222,0.001199361,0.0000134902,0.0008045668],"genre_scores_gemma":[0.9980621,0.00006338648,0.0002726002,0.00001602803,0.00001051189,0.00001161363,0.001322685,0.000009424723,0.0002318046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002896307,"threshold_uncertainty_score":0.009689093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320682695892818,"score_gpt":0.3740495482245079,"score_spread":0.3308427212655797,"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."}}