{"id":"W2973611806","doi":"10.14740/wjon1222","title":"The Prognostic Values of a Novel Preoperative Inflammation-Based Score in Japanese Patients With Non-Small Cell Lung Cancer","year":2019,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Inflammation; Internal medicine; Oncology; Lung; Surgery","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":[0.000633139,0.0003674976,0.000333166,0.0006492067,0.0002700306,0.0003681833,0.0001672121,0.0003111173,0.0005968997],"category_scores_gemma":[0.001567868,0.0001473439,0.0003059542,0.0005907934,0.0002557583,0.0003081952,0.0003518186,0.0003634466,0.0001106184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504548,"about_ca_system_score_gemma":0.0003248243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538824,"about_ca_topic_score_gemma":0.003237556,"domain_scores_codex":[0.9997995,0.00005505143,0.00003282866,0.00003232158,0.00004547519,0.00003481304],"domain_scores_gemma":[0.999061,0.0001459101,0.0003702719,0.000042227,0.0001655561,0.0002149919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000202921,0.00001225129,0.9973584,0.0000106709,0.00003656664,0.00004612008,0.00002339504,0.00007834255,0.0003120907,0.000005778223,0.00006326994,0.001850197],"study_design_scores_gemma":[0.00002610464,0.0002523361,0.9975776,0.000006733355,0.0001062079,0.0003838494,0.00009337927,0.001146968,0.0001453633,0.00003355216,0.0002198723,0.000008021108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991628,0.0004544057,0.0001252607,0.00003846098,0.00001111158,0.000005992894,0.00007892426,0.000002179377,0.0001208506],"genre_scores_gemma":[0.9994839,0.000113788,0.0001717491,0.000007321559,0.00001867494,0.000005837055,0.0001493542,5.641264e-7,0.00004869097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001538824,"threshold_uncertainty_score":0.003348351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105022328636704,"score_gpt":0.2737429489639491,"score_spread":0.2632407161002787,"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."}}