{"id":"W4307550453","doi":"10.3390/curroncol29110636","title":"Advanced Lung Cancer Patients’ Use of EGFR Tyrosine Kinase Inhibitors and Overall Survival: Real-World Evidence from Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National d'Excellence en Santé et en Services Sociaux; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Afatinib; Osimertinib; Gefitinib; Medicine; Erlotinib; Lung cancer; Internal medicine; Oncology; Cohort; Cancer; Epidermal growth factor receptor","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004955751,0.0005694155,0.001147018,0.002336245,0.00146144,0.002181722,0.001434687,0.0008708668,0.004679996],"category_scores_gemma":[0.01779277,0.0003032696,0.002329798,0.007258176,0.001014801,0.0005886853,0.000720962,0.0008307577,0.0002495533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03435871,"about_ca_system_score_gemma":0.03786771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873247,"about_ca_topic_score_gemma":0.9937064,"domain_scores_codex":[0.9953903,0.001129316,0.0007453983,0.0005775831,0.001639209,0.000518245],"domain_scores_gemma":[0.9684645,0.006634161,0.007945895,0.0009036111,0.01428142,0.00177052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0034641,0.0001294505,0.9075765,0.006949302,0.008608743,0.0002957252,0.0007914228,0.001129352,0.0002206844,0.0008065445,0.01295784,0.05707037],"study_design_scores_gemma":[0.0007739937,0.0003296369,0.9692789,0.00523595,0.008145854,0.0001789128,0.001005822,0.0007946838,0.0001386202,0.0001729961,0.01381349,0.000131091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4947258,0.4199269,0.0006994975,0.009204761,0.0003591865,0.0004229723,0.05398686,0.00003825208,0.02063585],"genre_scores_gemma":[0.9400958,0.05103162,0.0003593728,0.001578393,0.0001306035,0.00008332027,0.005605939,0.00001134551,0.001103786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03435871,"threshold_uncertainty_score":0.2492911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05511406463824067,"score_gpt":0.3949324526849589,"score_spread":0.3398183880467183,"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."}}