{"id":"W4400061496","doi":"10.1016/j.prro.2024.03.005","title":"In Reply to Chang and Liu","year":2024,"lang":"en","type":"letter","venue":"Practical Radiation Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Princess Margaret Cancer Centre; Hamilton Health Sciences; University of Toronto; University Health Network; Health Sciences Centre; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine","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":[0.0002091562,0.0001472504,0.0004046827,0.0002530711,0.00001617855,0.00002486548,0.00002360414,0.0004665538,0.0003285441],"category_scores_gemma":[0.0006314148,0.0001236598,0.00004653349,0.0001665056,0.00002616098,0.00006623593,0.00004114203,0.001025159,0.0005749631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483732,"about_ca_system_score_gemma":0.0004118644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499603,"about_ca_topic_score_gemma":0.00003986129,"domain_scores_codex":[0.9988182,0.00009693625,0.0002495339,0.0004338422,0.0001689457,0.0002326094],"domain_scores_gemma":[0.99871,0.0008934952,0.00006960985,0.0001808008,0.00003285707,0.0001132283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006886647,0.0001054891,0.0006077667,0.0001561331,0.00009110185,0.004688929,0.0002089348,2.225752e-7,0.000002368688,0.0002729787,0.9827399,0.01105736],"study_design_scores_gemma":[0.0007275844,0.0009420195,0.002210946,0.0001106106,0.000283727,0.0003420038,0.00000966625,0.00003817739,0.0000216192,0.0003094902,0.9949023,0.0001018386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000504156,0.0009549875,0.00001073322,0.9900956,0.0009127003,0.0006039977,0.00001130145,0.0000299531,0.006876619],"genre_scores_gemma":[0.002130489,0.001197032,0.0008152061,0.9887448,0.00392615,0.0003788537,0.00008553587,0.00003212491,0.002689838],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01216247,"threshold_uncertainty_score":0.739018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03819602143947861,"score_gpt":0.4216942430728278,"score_spread":0.3834982216333492,"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."}}