{"id":"W4408091797","doi":"10.2196/65118","title":"Treatment Outcomes From Erlotinib and Gefitinib in Advanced Epidermal Growth Factor Receptor–Mutated Nonsquamous Non–Small Cell Lung Cancer in Aotearoa New Zealand From 2010 to 2020: Nationwide Whole-of-Patient-Population Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gefitinib; Erlotinib; Aotearoa; Epidermal growth factor receptor; Medicine; Oncology; Lung cancer; Internal medicine; Population; Cancer; Environmental health; Political science","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":[0.0007081787,0.0003375351,0.0005371317,0.0006977464,0.0004907479,0.000704962,0.0006260172,0.0003987892,0.0007353713],"category_scores_gemma":[0.001704569,0.0003204739,0.0009061344,0.001242613,0.0003636563,0.0004584538,0.000724193,0.0007608791,0.0001653698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789137,"about_ca_system_score_gemma":0.001370654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09781569,"about_ca_topic_score_gemma":0.114464,"domain_scores_codex":[0.9993475,0.00008213541,0.0000859311,0.0001676339,0.0001793217,0.0001375588],"domain_scores_gemma":[0.9980756,0.00009050615,0.001290389,0.00009109159,0.0002013205,0.0002510923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000147444,0.00002550717,0.998674,0.00001403722,0.00008195062,0.00007057447,0.00009560051,0.00003454993,0.000121827,0.000005114919,0.0001131331,0.0006162957],"study_design_scores_gemma":[0.00001144521,0.00005609547,0.9994485,0.000004785051,0.00002935412,0.0001047066,0.00008583372,0.00007546095,0.0000176818,0.000004032031,0.0001591012,0.00000304592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980987,0.0001907363,0.0000219272,0.00003719839,0.000002920586,0.00001548308,0.001435795,0.000001418201,0.0001956866],"genre_scores_gemma":[0.9976078,0.0001761036,0.00003346268,0.00002297872,0.000006099029,0.00002765189,0.002001848,0.000001532652,0.0001225855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09781569,"threshold_uncertainty_score":0.1944927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009103397577824251,"score_gpt":0.32255082608514,"score_spread":0.3134474285073157,"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."}}