{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001746988,0.00009053929,0.0001923177,0.0004730194,0.0001800452,0.0003042659,0.00008234673,0.0001840411,0.0005225012],"category_scores_gemma":[0.0006131796,0.00008326006,0.00009248558,0.0004013425,0.0001369333,0.0002056755,0.0001490286,0.0002296888,0.00008158325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195339,"about_ca_system_score_gemma":0.0001212753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000601411,"about_ca_topic_score_gemma":0.0009073733,"domain_scores_codex":[0.999895,0.0000254703,0.00001114032,0.00002349018,0.00001908078,0.00002589332],"domain_scores_gemma":[0.9997223,0.0000668317,0.0001216976,0.00001414191,0.00002507697,0.00005000649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001200802,0.00005084451,0.9686783,0.00003318071,0.00003216364,0.00109165,0.0002221886,0.0001792586,0.01389406,0.00004939377,0.0001822342,0.01438592],"study_design_scores_gemma":[0.00001028269,0.0002095257,0.9956643,0.00000450146,0.00001827143,0.001929708,0.0001651939,0.0003212664,0.001080114,0.00005132464,0.0005418381,0.000003643513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988903,0.0004489372,0.00007595873,0.00002522879,0.000002881827,0.000006900089,0.00007777874,0.000006058191,0.0004658946],"genre_scores_gemma":[0.9996834,0.00007340188,0.00005967753,0.00001293688,0.000004589749,0.000004334229,0.00008318213,0.000001087094,0.00007736498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000601411,"threshold_uncertainty_score":0.001747906,"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."}}