{"id":"W4400050140","doi":"10.1016/j.prro.2024.01.010","title":"In Regard to Moore-Palhares et al","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":"BC Cancer Agency","funders":"Yonsei University College of Medicine; National Research Foundation of Korea","keywords":"Medicine; MEDLINE","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003235443,0.0002252927,0.0005572991,0.000327398,0.00001788353,0.00004000991,0.00005697782,0.0006196128,0.001010333],"category_scores_gemma":[0.001005693,0.0001871066,0.0001188127,0.0002271217,0.00003258257,0.0001053916,0.00005419432,0.001878283,0.00218124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002675587,"about_ca_system_score_gemma":0.001044641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001637725,"about_ca_topic_score_gemma":0.0001284469,"domain_scores_codex":[0.998144,0.0002310972,0.000378804,0.0005649266,0.0003432886,0.0003378668],"domain_scores_gemma":[0.9980086,0.001397962,0.0001050255,0.0002818792,0.00006210986,0.0001444388],"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":[0.0001560445,0.0002439089,0.000618301,0.00009411929,0.000168304,0.007130256,0.0001643746,0.000003440723,0.000003844447,0.0007037024,0.986674,0.004039748],"study_design_scores_gemma":[0.001089257,0.001113896,0.001591269,0.0001426194,0.000289209,0.0002488927,0.000009454657,0.00004862459,0.00003463553,0.0004057591,0.9948701,0.0001563175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003176703,0.0005004052,0.00002520408,0.9803568,0.001552046,0.0007503462,0.00003997152,0.00005535064,0.01640224],"genre_scores_gemma":[0.001793066,0.0009490519,0.001354386,0.9898601,0.002040977,0.0006084739,0.0003383668,0.00005315317,0.0030024],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01339984,"threshold_uncertainty_score":0.9999029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391784435026337,"score_gpt":0.4403275508943515,"score_spread":0.4011491073917178,"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."}}