{"id":"W2071036685","doi":"10.1111/his.12398","title":"The prognostic significance of the aberrant extremes of p53 immunophenotypes in breast cancer","year":2014,"lang":"en","type":"article","venue":"Histopathology","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pathological Society of Great Britain and Ireland; Cancer Research UK; Cancer Research Society","keywords":"Immunohistochemistry; Immunophenotyping; Tissue microarray; Univariate analysis; Missense mutation; Breast cancer; Oncology; Phenotype; Biology; Multivariate analysis; Internal medicine; Pathology; Cancer research; Medicine; Cancer; Gene; Genetics; Flow cytometry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003418016,0.0001112444,0.0003047479,0.00005553204,0.00005559052,0.00000168627,0.0002054994,0.00009165652,0.00003835584],"category_scores_gemma":[0.0002219663,0.00006680495,0.00009134234,0.0002245037,0.0005435601,0.00001311524,0.00005246976,0.0002286939,0.000004019379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122041,"about_ca_system_score_gemma":0.0002155781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004669905,"about_ca_topic_score_gemma":0.0004369181,"domain_scores_codex":[0.998877,0.0001922509,0.0003561662,0.000192815,0.0001704468,0.0002112968],"domain_scores_gemma":[0.9989575,0.0001463146,0.000225252,0.000527067,0.0001170538,0.00002687449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004104754,0.0001546101,0.1013733,0.0001400241,0.00001302823,0.00001947472,0.001024309,0.0001261182,0.8816354,0.00187389,0.000471589,0.01275782],"study_design_scores_gemma":[0.0009940276,0.0001403801,0.9799801,0.0002401755,0.00009505715,0.0001623186,0.00006533581,0.0001557701,0.01150463,0.0003669205,0.006205014,0.0000903356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860601,0.007755819,0.0001954659,0.002652257,0.000768576,0.0005517935,0.00002069731,0.00001757305,0.00197771],"genre_scores_gemma":[0.9990933,0.0002007152,0.00009255929,0.0001430427,0.00004487417,0.00007652383,0.000001473083,0.00001881735,0.0003286846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8786067,"threshold_uncertainty_score":0.2724227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008577425826864965,"score_gpt":0.2289931127316122,"score_spread":0.2204156869047472,"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."}}