{"id":"W2952869261","doi":"10.1101/430413","title":"Infiltration of CD8 <sup>+</sup> T cells into tumor-cell clusters in Triple Negative Breast Cancer","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Occupational Cancer Research Centre; McGill University Health Centre","funders":"","keywords":"Infiltration (HVAC); CD8; Triple-negative breast cancer; Cytotoxic T cell; Pathology; Breast cancer; Cancer research; Chemistry; Biology; Immune system; Medicine; Cancer; Materials science; Immunology; Internal medicine","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":[0.0001258206,0.0001654616,0.0002259231,0.0002460554,0.0001095994,0.0002817027,0.0001297494,0.0003070962,0.0006346027],"category_scores_gemma":[0.0002150168,0.0001817006,0.0002168354,0.000188926,0.0001987574,0.0002449002,0.0001686105,0.0002025958,0.0001915553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003286106,"about_ca_system_score_gemma":0.0001388805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196651,"about_ca_topic_score_gemma":0.0009160282,"domain_scores_codex":[0.9999388,0.000009436108,0.000003489133,0.00002122622,0.00001333161,0.00001372387],"domain_scores_gemma":[0.9999176,0.00002222029,0.00002946766,0.000007304359,0.000009968605,0.00001340439],"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":[0.0007407473,0.0001005687,0.03922558,0.000174852,0.00003859373,0.0004636648,0.0001893729,0.06474459,0.8845136,0.0009023322,0.0003847769,0.008521345],"study_design_scores_gemma":[0.00005757968,0.0004197359,0.1240764,0.00002307422,0.00007964074,0.0009260338,0.0005053579,0.5257291,0.3435232,0.002892202,0.001727408,0.00004027557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945469,0.0001930244,0.004773397,0.00005620148,0.000002881232,0.000003943657,0.00008077838,0.00003255163,0.0003104373],"genre_scores_gemma":[0.997823,0.00009294639,0.001622022,0.00001436757,0.000001908111,0.000008713991,0.00009781592,0.000009040883,0.0003301527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001196651,"threshold_uncertainty_score":0.002384305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051378016856517,"score_gpt":0.23575737303894,"score_spread":0.2252435928703749,"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."}}