{"id":"W7104177074","doi":"10.1016/j.annonc.2025.08.2675","title":"2053eP ESMO treatment (tx) guideline adherence in patients (pts) with lung cancer (LC) with EGFR or ALK (EGFR/ALK) alterations: A WAYFIND-R registry-based study","year":2025,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Lung cancer; Guideline; MEDLINE; Erlotinib; Chemotherapy","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":[0.001093251,0.0002620871,0.0005540068,0.0008779467,0.0003650288,0.00109427,0.0005783127,0.0007920826,0.002880413],"category_scores_gemma":[0.004077875,0.0003931411,0.001283408,0.002590801,0.0002226678,0.000904989,0.0009307093,0.0008788197,0.0007684617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006488916,"about_ca_system_score_gemma":0.0009784059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009793609,"about_ca_topic_score_gemma":0.01649064,"domain_scores_codex":[0.998395,0.0004618446,0.0003210755,0.000335292,0.0002613576,0.0002253233],"domain_scores_gemma":[0.9962404,0.0005099317,0.002319095,0.0002973455,0.0003291726,0.0003040919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003621906,0.000116375,0.9956019,0.00006303198,0.0003142844,0.00003941707,0.00006252846,0.00003645396,0.00006193002,0.00004505367,0.0009871377,0.00230965],"study_design_scores_gemma":[0.0001381811,0.0002380882,0.9973119,0.00006148492,0.000318824,0.0001427349,0.0002255516,0.0001747583,0.0000671606,0.0000346703,0.001277232,0.000009391308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851397,0.0007236675,0.0001730391,0.0002491375,0.00002855867,0.0000879347,0.01127651,0.00001294117,0.002308449],"genre_scores_gemma":[0.9899722,0.0004058984,0.0002416804,0.0003980062,0.00004706842,0.0001603133,0.00785856,0.000009739674,0.0009065169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009793609,"threshold_uncertainty_score":0.0194732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05267926010928427,"score_gpt":0.4611828682689936,"score_spread":0.4085036081597093,"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."}}