{"id":"W4252437847","doi":"10.21203/rs.3.rs-18123/v3","title":"Immune Characterization of Metastatic Colorectal Cancer Patients Post Reovirus Administration","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"National Cancer Institute","keywords":"Immune system; Colorectal cancer; Medicine; Oncology; Cancer; Internal medicine; Cancer research; Immunology","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":[0.0001289637,0.0001478675,0.0002613059,0.0002919278,0.0001778567,0.0004099268,0.000100723,0.0002581026,0.002979786],"category_scores_gemma":[0.0005585733,0.00005846602,0.0001434663,0.0001760409,0.00009954532,0.0001618801,0.0001284982,0.0003929158,0.0005758881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728978,"about_ca_system_score_gemma":0.0001333007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005907721,"about_ca_topic_score_gemma":0.0004634331,"domain_scores_codex":[0.9999042,0.00001665245,0.000004555307,0.00002135776,0.00001783459,0.00003540266],"domain_scores_gemma":[0.999798,0.00005061657,0.00004162717,0.00001507346,0.00003369213,0.00006097186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0154873,0.0006644776,0.7185789,0.0002217044,0.0001431301,0.004475079,0.0008010292,0.0004570181,0.1711998,0.0004101379,0.003710381,0.08385105],"study_design_scores_gemma":[0.000103241,0.003981152,0.9628654,0.00003824761,0.0001398101,0.005435532,0.0005631274,0.0008432717,0.01549053,0.0002916947,0.01022793,0.00002010407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963643,0.0007064905,0.0001888532,0.00008937902,0.00002874475,0.00002609742,0.0003465684,0.00001352592,0.002236092],"genre_scores_gemma":[0.9969553,0.0001962362,0.0001240899,0.0001057241,0.0000357614,0.00002093338,0.0005991968,0.000007558508,0.001955213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002979786,"threshold_uncertainty_score":0.0099684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06175960867406749,"score_gpt":0.4005273693734849,"score_spread":0.3387677606994174,"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."}}