{"id":"W4403528232","doi":"10.1016/j.ejso.2024.108773","title":"Prognostic value of the advanced lung cancer inflammation index in intrahepatic cholangiocarcinoma","year":2024,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Intrahepatic Cholangiocarcinoma; Medicine; Internal medicine; Lung cancer; Index (typography); Value (mathematics); Gastroenterology; Inflammation; Oncology; Statistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389773,0.0001310547,0.0003853283,0.0002540133,0.0000257827,0.00001360687,0.0002075788,0.00005899653,0.0001271638],"category_scores_gemma":[0.0002304526,0.00008300979,0.0002324787,0.0004451182,0.0001644766,0.0001220893,0.00008090162,0.0005221161,0.000007395995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341911,"about_ca_system_score_gemma":0.000541181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002745954,"about_ca_topic_score_gemma":0.000002630123,"domain_scores_codex":[0.9975868,0.000825791,0.0009045486,0.0001439374,0.0003377618,0.0002011591],"domain_scores_gemma":[0.9988657,0.0003390721,0.0003464146,0.0001505079,0.0001734082,0.0001249063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001688189,0.00021648,0.794417,0.0007476992,0.0003462593,0.0112819,0.0009914391,0.0004760496,0.002830286,0.0004353658,0.0006114771,0.1859578],"study_design_scores_gemma":[0.003062058,0.0005157113,0.954769,0.002401615,0.000359944,0.001005188,0.0000830276,0.003901131,0.0008799207,0.0000595487,0.03284736,0.0001155296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858219,0.004111622,0.0000518626,0.003003111,0.0008193397,0.0003539234,0.00000289915,0.00001637306,0.005818954],"genre_scores_gemma":[0.9987652,0.0004466977,0.0002333991,0.0000759109,0.000397274,0.000008122951,0.000001194336,0.00002792756,0.00004422131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1858423,"threshold_uncertainty_score":0.3385041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067029362879855,"score_gpt":0.2985230719957838,"score_spread":0.2878527783669853,"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."}}