{"id":"W4412640741","doi":"10.3390/curroncol32080414","title":"Characterization of the Population, Treatment Patterns, and Outcomes of Patients with Advanced or Metastatic Non-Small-Cell Lung Cancer (NSCLC) with Epidermal Growth Factor Receptor Mutation (EGFRm): A Retrospective Cohort Study from IPO Porto","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Janssen Biotech","keywords":"Medicine; Internal medicine; Oncology; Lung cancer; Cohort; Retrospective cohort study; Population; Progressive disease; Progression-free survival; Performance status; Chemotherapy; Palliative care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004509896,0.0002625636,0.0003284487,0.0006863755,0.0003393676,0.0006578947,0.0003441244,0.0002634987,0.0009706347],"category_scores_gemma":[0.0009986579,0.0003213229,0.0004485311,0.0007990858,0.0002029105,0.0006003624,0.0005619143,0.0004170438,0.0002633239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150267,"about_ca_system_score_gemma":0.0003404171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971657,"about_ca_topic_score_gemma":0.00369421,"domain_scores_codex":[0.9996378,0.00004852194,0.00004368118,0.0001254093,0.00006529216,0.00007923698],"domain_scores_gemma":[0.9994956,0.00005996306,0.0002284902,0.00007064984,0.00005102144,0.00009420738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004720872,0.00001909527,0.9991049,0.000003408519,0.00001863035,0.00006987365,0.00003366399,0.00001303622,0.0000877192,0.000008346061,0.00005098617,0.0005431056],"study_design_scores_gemma":[0.000007760091,0.0001012248,0.9984984,0.000005213278,0.00002431774,0.0006311064,0.000240418,0.0001272161,0.00006198788,0.00001907193,0.0002797341,0.00000358518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991026,0.00009323428,0.00007903761,0.00001690655,0.00000311289,0.00001047368,0.0004568676,0.000001491533,0.000236303],"genre_scores_gemma":[0.9987551,0.0001163748,0.00005136817,0.00002047377,0.000009768118,0.00001678452,0.0009031944,0.00000256046,0.0001243903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002971657,"threshold_uncertainty_score":0.005908728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806836788747555,"score_gpt":0.3560763343324271,"score_spread":0.3380079664449515,"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."}}