{"id":"W4290466119","doi":"10.3390/curroncol29080441","title":"Immune Biomarkers in Blood from Sarcoma Patients: A Pilot Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Malaya","keywords":"Medicine; Immune system; Sarcoma; Immunology; Tumor necrosis factor alpha; Cancer research; Cytokine; Biology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002705787,0.0004416485,0.0005359718,0.0005045281,0.0004682585,0.0005024483,0.0001482293,0.0004046255,0.001693137],"category_scores_gemma":[0.0006801582,0.0001873892,0.0002839302,0.0004083425,0.0002392932,0.0001905585,0.0002784477,0.0004136572,0.0004590621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595155,"about_ca_system_score_gemma":0.0002088566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003217146,"about_ca_topic_score_gemma":0.0003097095,"domain_scores_codex":[0.9997839,0.00005344061,0.00001703877,0.00007928311,0.00003896956,0.00002734777],"domain_scores_gemma":[0.9996904,0.00007274975,0.00005366077,0.00002663765,0.00007971715,0.00007684388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01455166,0.004481247,0.816429,0.0005860209,0.0002828142,0.005436699,0.001848656,0.0002159877,0.1102696,0.0001639959,0.0009344362,0.04479995],"study_design_scores_gemma":[0.0007531968,0.02975937,0.9373253,0.0000743153,0.0004219522,0.01100188,0.001409961,0.0006967951,0.01216455,0.0002458223,0.006112705,0.00003409003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984366,0.0005726675,0.0003698551,0.00002764202,0.00001649465,0.00008330808,0.0001752493,0.000005607655,0.0003123911],"genre_scores_gemma":[0.9971512,0.0005012577,0.0006733161,0.0001521298,0.00006483636,0.0001357489,0.0005765646,0.000004776402,0.0007402562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001693137,"threshold_uncertainty_score":0.00566411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0725129018308545,"score_gpt":0.3616580324773258,"score_spread":0.2891451306464712,"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."}}