{"id":"W4401214160","doi":"10.1001/jamaoncol.2024.2491","title":"Recurrence of Non–Small Cell Lung Cancer With Visceral Pleural Invasion","year":2024,"lang":"en","type":"letter","venue":"JAMA Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre Hospitalier de l’Université de Montréal; Surrey Memorial Hospital; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Cancer Institute","keywords":"Medicine; Hazard ratio; Lung cancer; Surgery; Proportional hazards model; Randomized controlled trial; Prophylactic cranial irradiation; Internal medicine; Confidence interval; Conventional PCI","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001026951,0.0003804584,0.0009776736,0.0001922629,0.00003253053,0.00002150789,0.0001663019,0.0008988819,0.0004526446],"category_scores_gemma":[0.00001251257,0.0002531562,0.0001991138,0.0002028903,0.0001252957,0.00003905703,0.000102712,0.001675709,0.00005035408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681312,"about_ca_system_score_gemma":0.001716728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001320598,"about_ca_topic_score_gemma":0.0006724794,"domain_scores_codex":[0.9981378,0.00007754571,0.0004008548,0.0006421338,0.0003150113,0.0004266161],"domain_scores_gemma":[0.998798,0.0002150585,0.0002897767,0.0004229462,0.0001773464,0.00009684526],"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":[0.0002739277,0.000210442,0.02079849,0.003713066,0.0004381275,0.003639307,0.0004087194,0.000005215182,0.00005800345,0.000003881314,0.9616465,0.008804318],"study_design_scores_gemma":[0.003591658,0.003380346,0.007402411,0.003894486,0.002427183,0.000175729,0.00002702454,0.0001369528,0.001401358,0.0000140613,0.9772432,0.0003055235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09374867,0.007287752,0.00001200053,0.8782915,0.002270768,0.001539538,0.0002245662,0.00006019297,0.01656494],"genre_scores_gemma":[0.08682265,0.006021733,0.001810398,0.8706492,0.01114845,0.001891046,0.001015165,0.0002426832,0.02039868],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01559677,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200599967341526,"score_gpt":0.3220159324654924,"score_spread":0.3000099327920771,"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."}}