{"id":"W4313825610","doi":"10.3390/diagnostics13020237","title":"Prognostic Value of BRAF, Programmed Cell Death 1 (PD1), and PD Ligand 1 (PDL1) Protein Expression in Colon Adenocarcinoma","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immunohistochemistry; Colorectal cancer; Stage (stratigraphy); Adenocarcinoma; Stromal cell; Oncology; Medicine; Colorectal adenocarcinoma; Pathological; Cancer research; Internal medicine; Cancer; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001192819,0.0001833612,0.0003871255,0.0001423234,0.00006143752,0.00001454414,0.00005412311,0.00009540433,0.000007897234],"category_scores_gemma":[0.0007442079,0.0001456342,0.00004661162,0.0003761589,0.00008500638,0.00003587587,0.0001150956,0.0001349073,0.000009367546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005964474,"about_ca_system_score_gemma":0.00008834216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001111421,"about_ca_topic_score_gemma":0.00007434071,"domain_scores_codex":[0.9988285,0.00003688563,0.0002825281,0.0002916301,0.0002436876,0.0003168243],"domain_scores_gemma":[0.9990986,0.0004546439,0.0000878633,0.000168438,0.00007929729,0.0001111765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002751605,0.0005379616,0.9877994,0.0004877768,0.00003431953,0.0004017999,0.00118109,0.000005535175,0.00449139,0.00005803769,0.0006168353,0.004110703],"study_design_scores_gemma":[0.002521813,0.00193999,0.948085,0.000795999,0.0001304612,0.000007072499,0.0003647517,0.0002243597,0.0450233,0.0001909587,0.0005710834,0.0001451948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993234,0.003715841,0.000005043738,0.0003558033,0.00007424629,0.002028641,0.00002802269,0.00006886757,0.0004895762],"genre_scores_gemma":[0.9972941,0.001116421,0.0005303395,0.0000410367,0.00005296668,0.0005816882,0.00004432663,0.00002628631,0.0003128807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04053191,"threshold_uncertainty_score":0.5938791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074016060893364,"score_gpt":0.2769414546091625,"score_spread":0.2562012940002289,"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."}}