{"id":"W4232258040","doi":"10.21203/rs.3.rs-18123/v2","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"National Cancer Institute","keywords":"Colorectal cancer; Immune system; Medicine; Virology; Oncology; Immunology; Cancer; 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":[0.0001151467,0.0001690395,0.0003414456,0.0003417795,0.0001827837,0.0002896001,0.00009029468,0.0002285141,0.001571402],"category_scores_gemma":[0.0003729421,0.00006948452,0.0001402331,0.000222644,0.00009044592,0.0001306448,0.0001254585,0.0003676367,0.0002690556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738144,"about_ca_system_score_gemma":0.00009661274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003954442,"about_ca_topic_score_gemma":0.0004911408,"domain_scores_codex":[0.9999132,0.00001542845,0.000006533778,0.00002300324,0.00001668656,0.00002513854],"domain_scores_gemma":[0.9997862,0.00003594228,0.00005761055,0.00001024137,0.00004375809,0.00006633564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01003575,0.0004725195,0.7867737,0.0002312421,0.00008501291,0.003625848,0.0005073177,0.0003269409,0.1570863,0.00009499183,0.001133242,0.03962704],"study_design_scores_gemma":[0.00006472252,0.005885056,0.9702088,0.00002908731,0.00008984488,0.00586995,0.0003220723,0.0007506238,0.01335271,0.00006659637,0.003345477,0.00001498349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978648,0.0008196731,0.0001541065,0.00004176242,0.000009839049,0.00002526059,0.0002311685,0.0000101245,0.0008432207],"genre_scores_gemma":[0.9984146,0.000201342,0.0001545487,0.00006221986,0.0000139136,0.00002707626,0.0003869924,0.000003654421,0.0007355197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001571402,"threshold_uncertainty_score":0.005256891,"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."}}