{"id":"W4206062874","doi":"10.3390/curroncol29010019","title":"Impact of Pre-Treatment NLR and Other Hematologic Biomarkers on the Outcomes of Early-Stage Non-Small-Cell Lung Cancer Treated with Stereotactic Body Radiation Therapy","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Lung cancer; Biomarker; Radiation therapy; Systemic therapy; Cancer; Radiosurgery; Overall survival; Circulating tumor cell","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008268117,0.0002049854,0.0003646405,0.000437328,0.000225908,0.0005745268,0.0003000142,0.000209404,0.0008699715],"category_scores_gemma":[0.002084055,0.0001130993,0.0004681982,0.0004756212,0.000215113,0.000418102,0.0002776291,0.0004303695,0.0001221207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230443,"about_ca_system_score_gemma":0.0003761711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008585046,"about_ca_topic_score_gemma":0.00158115,"domain_scores_codex":[0.9994001,0.0001820549,0.00008548516,0.0001041268,0.0001450393,0.00008315341],"domain_scores_gemma":[0.9980623,0.0003899166,0.001165241,0.00008421631,0.0001623879,0.0001358518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002860175,0.00003313713,0.9964327,0.00002145505,0.00007139576,0.00005303704,0.00001857971,0.0001078547,0.0002244382,0.00001209006,0.00004010952,0.00269926],"study_design_scores_gemma":[0.000007252629,0.0002402655,0.9985544,0.000009248288,0.00007583165,0.0002622506,0.00004876306,0.0003112358,0.0002324493,0.00003298568,0.0002214813,0.000003748485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983304,0.0009433693,0.0001446123,0.00004075199,0.000006659309,0.000009857959,0.0001963297,0.000002964475,0.0003250491],"genre_scores_gemma":[0.9995638,0.0001155628,0.00004797806,0.00001335953,0.000009535096,0.000005525431,0.0001842809,8.318558e-7,0.00005923534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008699715,"threshold_uncertainty_score":0.004372597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04948107666452689,"score_gpt":0.3773205691083163,"score_spread":0.3278394924437894,"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."}}