{"id":"W4321596426","doi":"10.3390/curroncol30030202","title":"CKLF as a Prognostic Biomarker and Its Association with Immune Infiltration in Hepatocellular Carcinoma","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Hepatocellular carcinoma; Proportional hazards model; Medicine; Biomarker; Immunohistochemistry; Carcinogenesis; Immune system; Oncology; Cancer research; Internal medicine; Pathology; Cancer; Biology; Immunology","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":[0.0007723766,0.0002370157,0.0003967155,0.001467942,0.000288495,0.0005112986,0.0001949417,0.0003792291,0.0005955385],"category_scores_gemma":[0.001278165,0.0001206824,0.0002797097,0.001240447,0.0002527054,0.0003303161,0.0003201548,0.0002896578,0.0001204439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003337299,"about_ca_system_score_gemma":0.0002494802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007669759,"about_ca_topic_score_gemma":0.0007942905,"domain_scores_codex":[0.9997335,0.00006766573,0.00003647063,0.00003937012,0.00006568477,0.00005728439],"domain_scores_gemma":[0.9994253,0.0001270969,0.0002587579,0.00003106604,0.00008151268,0.00007631731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001484589,0.00005204116,0.9637135,0.0001620156,0.0001065814,0.0004157161,0.0000983561,0.0005617279,0.01665091,0.00008292357,0.0002541905,0.01641745],"study_design_scores_gemma":[0.00003067382,0.0002087485,0.9892533,0.00002457207,0.0002031725,0.00117515,0.000160427,0.004015264,0.003544684,0.0002485308,0.001112657,0.00002281346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938164,0.004765127,0.0006519355,0.00007961896,0.00001550265,0.00001516192,0.0001936275,0.00002435809,0.000438356],"genre_scores_gemma":[0.9989404,0.0003626964,0.0003306337,0.00001689083,0.00002302225,0.00001378248,0.000185829,0.000003014729,0.0001236834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001467942,"threshold_uncertainty_score":0.004084766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07794432359167772,"score_gpt":0.3548583125030429,"score_spread":0.2769139889113652,"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."}}