{"id":"W2810356983","doi":"10.1016/j.jval.2018.04.286","title":"Clinical Characteristics, Treatment Patterns, And Health Care Resource Utilization In Unresectable, Locally Advanced, Stage III Non-Small Cell Lung Cancer: A Medical Record Review Study In The United States And Canada","year":2018,"lang":"en","type":"article","venue":"Value in Health","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Carboplatin; Lung cancer; Medical record; Internal medicine; Etoposide; Stage (stratigraphy); Cisplatin; Cancer; Retrospective cohort study; Oncology; Chemotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001038761,0.0002163051,0.0006622926,0.004433079,0.001629195,0.002148159,0.001271184,0.0005946833,0.001291051],"category_scores_gemma":[0.008168223,0.0003264426,0.0009656957,0.01974235,0.0007517744,0.0007999346,0.0007968036,0.0006225428,0.000129994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01971463,"about_ca_system_score_gemma":0.03505531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9695554,"about_ca_topic_score_gemma":0.9822413,"domain_scores_codex":[0.9974974,0.0001739708,0.0006110574,0.0003685083,0.000959943,0.0003890303],"domain_scores_gemma":[0.9881881,0.001330925,0.004517531,0.0002363291,0.004704783,0.00102241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003888022,0.00001381136,0.9961467,0.0001651307,0.0001264297,0.00006646463,0.0004124733,0.00003205696,0.00004815194,0.00004804066,0.0009864476,0.001915392],"study_design_scores_gemma":[0.000006087065,0.000009619327,0.997743,0.0001110877,0.00009102364,0.00008827187,0.001043649,0.00008101857,0.00003848582,0.00001249863,0.0007650343,0.00001013835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504723,0.01424063,0.00008845832,0.001091708,0.0000302905,0.00009689707,0.03088175,0.00001230271,0.003085656],"genre_scores_gemma":[0.988063,0.005384548,0.0001449628,0.0003176659,0.00001678726,0.00003533141,0.005626002,0.000006871131,0.0004047097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03044456,"threshold_uncertainty_score":0.1430404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05425463639825754,"score_gpt":0.414862771074078,"score_spread":0.3606081346758205,"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."}}