{"id":"W3113156128","doi":"10.3390/cancers12123828","title":"Changes in the Tumor Immune Microenvironment during Disease Progression in Patients with Ovarian Cancer","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Danmarks Frie Forskningsfond; Michael Smith Health Research BC; Ovacure Foundation; Anticancer Fund; Kræftens Bekæmpelse","keywords":"Ovarian cancer; Tumor microenvironment; Immune system; Medicine; Disease; Tumor progression; Cancer research; Cancer; Oncology; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005675744,0.0001172693,0.0001499112,0.0000407183,0.00003832939,0.00000998934,0.00009215163,0.00001856404,0.0001388471],"category_scores_gemma":[0.000005881038,0.00007206446,0.00002922168,0.0002311817,0.0000704065,0.00003785974,0.00001902039,0.0001313052,0.000001816885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008862644,"about_ca_system_score_gemma":0.0001803075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004090093,"about_ca_topic_score_gemma":0.0003789132,"domain_scores_codex":[0.9992002,0.00003077194,0.0001337084,0.0002135756,0.0002114784,0.0002102423],"domain_scores_gemma":[0.9996877,0.000006358018,0.00006102571,0.0001570483,0.000007841523,0.00007998677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01571002,0.00008190996,0.9657097,0.0002055835,0.00004387192,0.0001049731,0.002629143,0.0001085929,0.005750823,0.000001007002,0.0001276717,0.009526742],"study_design_scores_gemma":[0.006046733,0.0002397611,0.9883926,0.0005466343,0.00002407136,6.522523e-7,0.0003117701,0.00003489936,0.001734378,4.945676e-7,0.002565227,0.0001027717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893222,0.002043101,7.007197e-7,0.007705116,0.0000606648,0.0007941789,0.00001782448,0.00001150184,0.00004474907],"genre_scores_gemma":[0.9965141,0.0003329093,0.0000202738,0.002753476,0.00007375021,0.0002505783,0.00001608026,0.0000165152,0.00002234087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02268295,"threshold_uncertainty_score":0.2938703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009473603628021944,"score_gpt":0.2382939434860005,"score_spread":0.2288203398579786,"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."}}