{"id":"W2771958627","doi":"10.1007/s12253-017-0368-2","title":"Tumor Infiltrating Lymphocytes in Breast Cancer Patients with Progressive Disease during Neoadjuvant Chemotherapy","year":2017,"lang":"en","type":"article","venue":"Pathology & Oncology Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Western University; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Tumor-infiltrating lymphocytes; Internal medicine; Breast cancer; Oncology; Chemotherapy; Neoadjuvant therapy; Population; Progressive disease; Retrospective cohort study; Cancer; Pathology; Immunotherapy","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":[0.0001702132,0.0001255409,0.0001888246,0.0004277641,0.0002668628,0.0003522908,0.0001000605,0.0002269297,0.0008687857],"category_scores_gemma":[0.0009340442,0.0001052949,0.0001119742,0.0003653547,0.0001663421,0.0002340024,0.0001634786,0.0002344696,0.0001623971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067725,"about_ca_system_score_gemma":0.0001736039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201831,"about_ca_topic_score_gemma":0.001755399,"domain_scores_codex":[0.9999012,0.00002878325,0.00001079848,0.00001465161,0.00001476847,0.00002973814],"domain_scores_gemma":[0.9996978,0.0001023805,0.0000851584,0.00001644068,0.00002954385,0.00006865745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00204568,0.00009362748,0.9812134,0.00002386359,0.00001901409,0.001034262,0.0004681858,0.00007645319,0.008322557,0.00002648259,0.00006995809,0.006606551],"study_design_scores_gemma":[0.00001781235,0.0007186508,0.995483,0.000006210421,0.00003418397,0.001851829,0.0004121187,0.00008194368,0.000888714,0.00002011639,0.0004822252,0.000003137576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992506,0.0002036184,0.00001402774,0.00001324947,0.000002037069,0.000002956375,0.00003066293,8.759989e-7,0.0004819767],"genre_scores_gemma":[0.9996069,0.0001094967,0.0000137436,0.00001410443,0.000005776258,0.00000349147,0.0000563414,5.543316e-7,0.0001897488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001201831,"threshold_uncertainty_score":0.002906442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857258770009676,"score_gpt":0.3687455153628862,"score_spread":0.3501729276627894,"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."}}