{"id":"W3090341601","doi":"10.1158/1538-7445.mel2019-b11","title":"Abstract B11: Prognostic biomarkers in stage II-III melanoma","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Melanoma; Medicine; Immune system; CD68; CD8; Immunotherapy; Population; Cancer research; Oncology; Immunology; Pathology; Internal medicine; Immunohistochemistry","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":[0.0004901761,0.0003367659,0.0002332161,0.00111217,0.0002372678,0.0005072961,0.0002127488,0.0003335426,0.003253872],"category_scores_gemma":[0.001016585,0.000103171,0.0001606882,0.0007461513,0.0001607068,0.0002181771,0.0002394304,0.0003768666,0.0008571461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202708,"about_ca_system_score_gemma":0.0002260549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529933,"about_ca_topic_score_gemma":0.001974474,"domain_scores_codex":[0.999877,0.00002583282,0.00001535116,0.00002968574,0.00002687859,0.00002522824],"domain_scores_gemma":[0.9992392,0.0001567051,0.0002630912,0.00002636713,0.0001790578,0.00013562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006701971,0.00002842267,0.9750828,0.00003799277,0.00002803737,0.00007500856,0.00001977957,0.0002872921,0.01043098,0.00002786812,0.0008544181,0.01245727],"study_design_scores_gemma":[0.00001259968,0.0001877586,0.9915826,0.0000205043,0.00004711303,0.0005616928,0.00005390965,0.001214748,0.004963615,0.00007579567,0.001274004,0.000005792518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99231,0.00109141,0.001521958,0.0002028842,0.00002076605,0.00004119925,0.002361907,0.00006913039,0.002380667],"genre_scores_gemma":[0.9957179,0.0001957536,0.001265937,0.00005547704,0.0000287272,0.00003219003,0.00190659,0.00001059692,0.0007867159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003253872,"threshold_uncertainty_score":0.0108853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07477771625519929,"score_gpt":0.3667431538121738,"score_spread":0.2919654375569745,"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."}}