{"id":"W4394727423","doi":"10.1001/jamaoncol.2024.0294","title":"American Radium Society Appropriate Use Criteria for Unresectable Locally Advanced Non–Small Cell Lung Cancer","year":2024,"lang":"en","type":"review","venue":"JAMA Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"G1 Therapeutics; ViewRay; National Cancer Institute; Incyte; RefleXion Medical; AstraZeneca","keywords":"Medicine; Lung cancer; Guideline; Radiation therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04494085,0.0009073811,0.001839716,0.007403316,0.002221957,0.002947376,0.003969122,0.004314735,0.007220988],"category_scores_gemma":[0.1181086,0.0005071522,0.003309391,0.006095814,0.002833314,0.003478469,0.004274537,0.004122606,0.003824961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003482684,"about_ca_system_score_gemma":0.01759642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006758862,"about_ca_topic_score_gemma":0.008886945,"domain_scores_codex":[0.9075596,0.04482344,0.02970012,0.001630259,0.01465843,0.001628238],"domain_scores_gemma":[0.8711773,0.04975992,0.02099799,0.004437461,0.05049975,0.003127542],"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":[0.0005900714,0.0002452791,0.05254989,0.02893752,0.0005563051,0.003327214,0.008107317,0.001706416,0.004018377,0.02784077,0.4899678,0.3821531],"study_design_scores_gemma":[0.00026784,0.0004882617,0.05054287,0.06094833,0.0006257595,0.007022173,0.005342473,0.002128427,0.00139049,0.02737213,0.8435248,0.0003464465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04746974,0.3253767,0.07541069,0.284188,0.01511669,0.03312378,0.01416738,0.001001897,0.2041451],"genre_scores_gemma":[0.4219455,0.103984,0.3163209,0.06822991,0.006205932,0.04824122,0.01797789,0.000531165,0.01656348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04494085,"threshold_uncertainty_score":0.2376727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04585057157788165,"score_gpt":0.4147705081213863,"score_spread":0.3689199365435047,"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."}}