{"id":"W4404290023","doi":"10.1016/j.jtocrr.2024.100765","title":"Changing Treatment and Metastatic Disease Patterns in Patients with EGFR Mutated NSCLC: An Academic Thoracic Medical Investigator’s Consortium Registry Analysis","year":2024,"lang":"en","type":"article","venue":"JTO Clinical and Research Reports","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"AstraZeneca; LUNGevity Foundation","keywords":"Oncology; Medicine; Internal medicine; Disease; Lung cancer; Cancer; Cancer research; Lung; Pathology","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":[0.002261555,0.0002266942,0.0006161069,0.001575266,0.0006755631,0.001166396,0.0009677795,0.0004827277,0.001537105],"category_scores_gemma":[0.005443657,0.0003059758,0.0009466683,0.005322333,0.0002723176,0.0008052372,0.001188752,0.0006781171,0.0002857167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009404966,"about_ca_system_score_gemma":0.001789804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02314453,"about_ca_topic_score_gemma":0.02541937,"domain_scores_codex":[0.9975767,0.0006887979,0.0004162293,0.0005724048,0.0004404016,0.0003055534],"domain_scores_gemma":[0.9939421,0.0006831943,0.003166528,0.0007606702,0.0007750671,0.0006724558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001059565,0.00001857613,0.998757,0.00001141952,0.00006326593,0.00003905917,0.00004819509,0.00006331537,0.00003599775,0.00002319071,0.0002940892,0.0005398796],"study_design_scores_gemma":[0.00002905877,0.00006986237,0.9980209,0.00001610685,0.00008800214,0.0002331875,0.0003420386,0.0006246484,0.00005048056,0.00002438223,0.0004927285,0.000008621533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940022,0.0002390233,0.0001366396,0.0001062012,0.000005733888,0.00004763819,0.004791345,0.000008258325,0.0006630609],"genre_scores_gemma":[0.9940189,0.0001414467,0.0001629694,0.00004705134,0.00001435327,0.00007156747,0.005430728,0.000006687679,0.0001063109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02314453,"threshold_uncertainty_score":0.04601967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09377657879051397,"score_gpt":0.5098656703436437,"score_spread":0.4160890915531297,"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."}}