{"id":"W2995682899","doi":"10.1200/jco.19.02748","title":"Lung Cancer Surveillance After Definitive Curative-Intent Therapy: ASCO Guideline","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Guideline; Lung cancer; Stage (stratigraphy); Positron emission tomography; Magnetic resonance imaging; Radiology; Randomized controlled trial; Medical physics; Internal medicine; Pathology","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":[],"category_scores_codex":[0.00419608,0.0001761304,0.001780862,0.0001113692,0.00002968564,0.000009877594,0.0001876443,0.0002501133,0.001683471],"category_scores_gemma":[0.003987863,0.0001063232,0.00056069,0.0001653973,0.000270781,0.0001271789,0.0001083026,0.001366106,0.00006490022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004564239,"about_ca_system_score_gemma":0.002716759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008119062,"about_ca_topic_score_gemma":0.0001459798,"domain_scores_codex":[0.9958408,0.0006046519,0.002276987,0.0002539042,0.0006642333,0.0003593538],"domain_scores_gemma":[0.9935605,0.002438542,0.001255586,0.0002329389,0.002178867,0.0003335529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01495941,0.0006860932,0.8467899,0.00004645767,0.00159762,0.0005160897,0.0002468149,0.0000137159,0.0001361094,0.00004682213,0.06997722,0.06498377],"study_design_scores_gemma":[0.01025511,0.009152634,0.6217261,0.0002407058,0.00009709634,0.00009473541,0.0001902713,0.0001763659,0.00006847803,0.0001037506,0.35777,0.0001247762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016781,0.0187802,0.0001631152,0.06574206,0.003451759,0.0006227694,0.00001909447,0.00001466923,0.009528265],"genre_scores_gemma":[0.9641938,0.019612,0.001183607,0.01149544,0.001978858,0.00002889677,0.000001985105,0.00002529037,0.00148015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2877928,"threshold_uncertainty_score":0.9992291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489323932712365,"score_gpt":0.5650323579464293,"score_spread":0.4160999646751927,"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."}}