{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006518264,0.001630477,0.002612148,0.001315517,0.01408532,0.01039362,0.004982648,0.1811363,0.01558741],"category_scores_gemma":[0.03942813,0.002279748,0.002298528,0.001316762,0.004800272,0.005947589,0.005773706,0.1112438,0.01071631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009306015,"about_ca_system_score_gemma":0.01323097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739224,"about_ca_topic_score_gemma":0.0386547,"domain_scores_codex":[0.9932248,0.001338736,0.0007147113,0.001044918,0.001740954,0.001935825],"domain_scores_gemma":[0.9854178,0.007764474,0.0008756566,0.000436652,0.001922337,0.003583101],"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":[0.00002448188,0.00001351908,0.0002472207,0.00003070807,0.00001085699,0.000786326,0.0001912209,0.00003451182,0.00007553943,0.001657575,0.9951153,0.001812722],"study_design_scores_gemma":[0.00008518645,0.00004583647,0.001131637,0.0003106588,0.00004652726,0.0009326615,0.001026264,0.0002360462,0.0001898637,0.006241921,0.9896677,0.00008566296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001624841,0.0007997861,0.00004967512,0.9711692,0.02558634,0.00001452189,0.0000280002,0.00001637136,0.002173609],"genre_scores_gemma":[0.000638139,0.0002648495,0.00004418134,0.9802153,0.01275716,0.00002797825,0.0000118301,0.00001304188,0.006027455],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1811363,"threshold_uncertainty_score":0.06752014,"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."}}