{"id":"W4411156042","doi":"10.3390/curroncol32060335","title":"Increased Pre-Operative Lung Immune Prognostic Index Score Is a Prognostic Factor in Cases of Pathological T3 Renal Cell Carcinoma","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pathological; Renal cell carcinoma; Lung; Carcinoma; Pathology; Immune system; Oncology; Internal medicine; 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":[0.0007965675,0.0002296166,0.0002809766,0.0004609779,0.0002468838,0.0003564111,0.0002518237,0.0003286779,0.0006619475],"category_scores_gemma":[0.00220594,0.0001458443,0.000309926,0.0004639045,0.0003852836,0.0003888375,0.0003041626,0.0004956042,0.0001735233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019319,"about_ca_system_score_gemma":0.0002900026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004761,"about_ca_topic_score_gemma":0.001457859,"domain_scores_codex":[0.9997897,0.00006064723,0.00002223703,0.0000279164,0.00005322862,0.00004628438],"domain_scores_gemma":[0.998763,0.0003708137,0.0004134115,0.00006977178,0.0001008745,0.0002822024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003550969,0.00001906015,0.9970307,0.000004982805,0.00001101715,0.0001251098,0.00001735783,0.00007955785,0.0004974717,0.000007767973,0.00002851005,0.001823273],"study_design_scores_gemma":[0.00001047347,0.0002195765,0.9980263,0.000002422445,0.00002102884,0.0006673096,0.00005715947,0.0006196321,0.0002365329,0.00003345973,0.0001022255,0.000003930602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993401,0.0002593643,0.0001601311,0.00002213802,0.000004647497,0.000004379652,0.00002517339,0.000003444129,0.0001806574],"genre_scores_gemma":[0.9997466,0.00005369532,0.00007722598,0.000005492238,0.000008905978,0.000002491271,0.00005954815,7.466576e-7,0.00004516411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001004761,"threshold_uncertainty_score":0.004212737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05689549478183623,"score_gpt":0.3767467683721618,"score_spread":0.3198512735903255,"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."}}