{"id":"W4387874130","doi":"10.3390/diagnostics13203283","title":"Spectrum of Imaging Patterns of Lung Cancer following Radiation Therapy","year":2023,"lang":"en","type":"review","venue":"Diagnostics","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Radiation therapy; Medicine; Proton therapy; Lung cancer; Radiology; Radiological weapon; Chemoradiotherapy; Lung; Medical physics; Oncology; Internal 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":[0.0001306244,0.0003081828,0.001663041,0.0002252614,0.00002497759,0.000009457832,0.0001115559,0.0001158278,0.00007074946],"category_scores_gemma":[0.0001543003,0.0002373846,0.0007315369,0.000306359,0.00001949011,0.00003109368,0.0000383682,0.0001624547,0.000006343769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955171,"about_ca_system_score_gemma":0.0004087712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005294468,"about_ca_topic_score_gemma":0.00003957199,"domain_scores_codex":[0.9984155,0.00004760912,0.0006717947,0.0002973729,0.0003298487,0.000237912],"domain_scores_gemma":[0.9980501,0.0009193966,0.0005109856,0.0003900106,0.00005198053,0.00007751805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005808889,0.0002389787,0.251045,0.0264068,0.001934805,0.0001298284,0.0001357121,0.000002627859,1.425765e-7,0.00007013834,0.002041945,0.7179882],"study_design_scores_gemma":[0.003605494,0.0003424423,0.03223466,0.2331767,0.0175247,0.0000154227,0.00003829036,0.00006831943,0.0002799541,0.00004999024,0.7119219,0.0007421186],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008883684,0.9963132,0.00001753715,0.0001492735,0.0009006496,0.001223814,0.0003969794,0.00003965681,0.00007058585],"genre_scores_gemma":[0.001946087,0.9967729,0.00001676386,0.00004983455,0.0003523757,0.0003664696,0.0003345001,0.00009983729,0.00006121251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7172461,"threshold_uncertainty_score":0.9680263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03833460878530196,"score_gpt":0.3910741569700464,"score_spread":0.3527395481847444,"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."}}