{"id":"W4401352393","doi":"10.3390/curroncol31080327","title":"Real-World Treatment Patterns, Health Outcomes, and Healthcare Resource Use in Advanced Common EGFR-Positive Non-Small Cell Lung Cancer Patients Treated with Osimertinib in Alberta","year":2024,"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":"University of Alberta; University of Calgary","funders":"","keywords":"Osimertinib; Medicine; Lung cancer; Attrition; Population; Health care; Clinical trial; Oncology; Cohort; Intensive care medicine; Cancer; Internal medicine; Adenocarcinoma; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007424332,0.000237262,0.0003438941,0.001092429,0.001063411,0.001189886,0.0009079432,0.0003000294,0.0009119171],"category_scores_gemma":[0.002094036,0.0002339399,0.0005354597,0.003420455,0.0005360035,0.0003217643,0.000740886,0.0005530443,0.0000999876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02405214,"about_ca_system_score_gemma":0.01739385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859293,"about_ca_topic_score_gemma":0.9909171,"domain_scores_codex":[0.9990426,0.0001594034,0.00008073349,0.0001443321,0.0002909311,0.0002819602],"domain_scores_gemma":[0.9985375,0.000154887,0.0004876408,0.00008458158,0.0004184571,0.0003169111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227832,0.00003615889,0.9937019,0.00002185768,0.000093316,0.00006226272,0.0004017346,0.0006730282,0.0001511345,0.0001244444,0.0008130705,0.003798354],"study_design_scores_gemma":[0.00001377222,0.00003187574,0.9966573,0.00002102205,0.00003184131,0.00006178035,0.0009717788,0.001361044,0.00006713924,0.00005225365,0.0007148715,0.0000153177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940941,0.0003689339,0.0002066088,0.0003232798,0.000005954838,0.00003325627,0.0039733,0.00001233075,0.0009822795],"genre_scores_gemma":[0.9970073,0.0002049082,0.0002467513,0.00009658533,0.000004278994,0.0000125769,0.002181876,0.000003485948,0.0002422802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02405214,"threshold_uncertainty_score":0.1745113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03808895447084735,"score_gpt":0.4177917083479862,"score_spread":0.3797027538771388,"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."}}