{"id":"W4390607948","doi":"10.21203/rs.3.rs-3737244/v1","title":"OAS Gene Family Expression is Associated with Clinical Outcomes in Human Cancers","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"interferon and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"","keywords":"Carcinogenesis; Cancer research; Biology; Adenocarcinoma; Kidney cancer; Renal cell carcinoma; Biomarker; Cancer; Thymoma; Pathology; Medicine; Immunology; Genetics","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":[0.0003720733,0.0001415552,0.0002352845,0.0009738698,0.0001852063,0.0004065959,0.000126205,0.0001972756,0.001747895],"category_scores_gemma":[0.001020828,0.00005219122,0.0002760052,0.001416381,0.0001504144,0.0001508898,0.0002901788,0.0002568908,0.0002219626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772622,"about_ca_system_score_gemma":0.000158432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009263667,"about_ca_topic_score_gemma":0.001294503,"domain_scores_codex":[0.9997249,0.00004882148,0.00004053152,0.00008121026,0.00006303441,0.00004146129],"domain_scores_gemma":[0.9991599,0.000186194,0.0004524352,0.00004491864,0.00008079251,0.0000758618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003764669,0.00002269569,0.9849799,0.00007024686,0.000130427,0.0001308625,0.00003264758,0.0001392309,0.007877542,0.00004054154,0.0003305073,0.005868965],"study_design_scores_gemma":[0.000005859666,0.00003738301,0.9963701,0.00001559701,0.00007390085,0.0004025401,0.00008528402,0.000476398,0.001387052,0.0001096615,0.001032318,0.000004011975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928012,0.002061125,0.0004252175,0.0000976252,0.00001433723,0.000009337284,0.003809813,0.00002523434,0.0007561112],"genre_scores_gemma":[0.9962732,0.0003807464,0.0002628048,0.00002437661,0.00001188468,0.00001115749,0.0027798,0.000004942839,0.000251014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001747895,"threshold_uncertainty_score":0.005847335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146390009782554,"score_gpt":0.4576413800145888,"score_spread":0.3430023790363334,"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."}}