{"id":"W4255247321","doi":"10.3410/f.1028080.334982","title":"Faculty Opinions recommendation of An expression signature for p53 status in human breast cancer predicts mutation status, transcriptional effects, and patient survival.","year":2005,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Ontario Institute for Cancer Research","funders":"","keywords":"Breast cancer; Oncology; Signature (topology); Mutation; Expression (computer science); Internal medicine; Cancer; P53 expression; Human breast; Medicine; Cancer research; Gene; Biology; Genetics; Computer science","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":[0.001191933,0.002227989,0.00138384,0.002616638,0.0004982454,0.001668873,0.002327516,0.002165406,0.02917128],"category_scores_gemma":[0.00567729,0.0006497416,0.001230195,0.003641879,0.0002394151,0.0006906021,0.0009449107,0.001376493,0.02985395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124063,"about_ca_system_score_gemma":0.002372384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02301832,"about_ca_topic_score_gemma":0.05791852,"domain_scores_codex":[0.9992067,0.0001140853,0.00007763282,0.0002516095,0.0002463071,0.0001035634],"domain_scores_gemma":[0.9978162,0.0005040573,0.0003206566,0.0005121987,0.0004801961,0.0003666292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000256474,0.00008754431,0.005945036,0.0006011972,0.0001445141,0.00006247351,0.00001551001,0.000583781,0.0004863287,0.0001743941,0.9851156,0.006527137],"study_design_scores_gemma":[0.001480319,0.0001455236,0.08692281,0.0004028135,0.0004610802,0.0005146126,0.0001004994,0.005787843,0.004037669,0.001498779,0.8985337,0.0001144301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001022179,0.00006816652,0.0001351515,0.0001223977,0.00001997675,0.00001973961,0.9975392,0.0004852506,0.000587957],"genre_scores_gemma":[0.001339765,0.00003974527,0.0003966312,0.00004860816,0.000005484055,0.00003360814,0.9974415,0.00003636509,0.0006581795],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02917128,"threshold_uncertainty_score":0.0975877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491927289839202,"score_gpt":0.3321041740245248,"score_spread":0.3171849011261328,"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."}}