{"id":"W4410553437","doi":"10.1016/j.jacr.2025.02.025","title":"ACR Appropriateness Criteria® Lung Cancer-Surveillance After Therapy","year":2025,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"American College of Chest Physicians; Creighton University; Duke University; Biotronik; AstraZeneca; Aid for Cancer Research; American Thoracic Society; American Cancer Society","keywords":"Appropriateness criteria; Lung cancer; Medicine; Medical physics; Radiology; Oncology","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":[0.002045,0.0009159602,0.001661603,0.003449603,0.000828529,0.002118265,0.001009418,0.001339066,0.006950859],"category_scores_gemma":[0.01234027,0.0001999414,0.002150698,0.002696333,0.0004148248,0.0006113083,0.000848318,0.001483305,0.002756998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002055535,"about_ca_system_score_gemma":0.004011981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062999,"about_ca_topic_score_gemma":0.01954717,"domain_scores_codex":[0.993261,0.001655711,0.001361962,0.0003799899,0.002898698,0.0004426269],"domain_scores_gemma":[0.9885344,0.001788334,0.003461529,0.0003793984,0.004673512,0.00116284],"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":[0.0009484075,0.000185573,0.31246,0.001875109,0.0008339597,0.002590774,0.0001541626,0.002703787,0.003542343,0.00748895,0.4745716,0.1926453],"study_design_scores_gemma":[0.0004889602,0.0005683132,0.6704685,0.001922088,0.0008748622,0.01217556,0.0002260788,0.009665652,0.002498791,0.006614198,0.2943695,0.0001274638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1430259,0.1375078,0.04037663,0.04651301,0.01029124,0.003716299,0.0659836,0.004734693,0.5478508],"genre_scores_gemma":[0.8281434,0.02450198,0.0356852,0.0136804,0.00713948,0.001975935,0.05567901,0.0006376096,0.03255692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01062999,"threshold_uncertainty_score":0.0232529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008077631253483318,"score_gpt":0.3154866360532743,"score_spread":0.3074090047997909,"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."}}