{"id":"W1540531200","doi":"10.1002/cncr.29386","title":"Real‐world chemotherapy treatment patterns in metastatic non–small cell lung cancer: Are patients undertreated?","year":2015,"lang":"en","type":"article","venue":"Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Chemotherapy; Lung cancer; Oncology; Internal medicine; Cancer; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007533025,0.00009998254,0.0002201326,0.0005048208,0.0007778584,0.0008633655,0.0004979479,0.0003259898,0.001006871],"category_scores_gemma":[0.005124473,0.0001144242,0.0002066954,0.002337766,0.0005479523,0.0005604388,0.0004319905,0.0004344201,0.0001014371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007071268,"about_ca_system_score_gemma":0.007421253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6405683,"about_ca_topic_score_gemma":0.7623921,"domain_scores_codex":[0.9988685,0.0001636366,0.000117798,0.0001724297,0.0003829261,0.0002947592],"domain_scores_gemma":[0.9960335,0.0003260885,0.002354307,0.0001060619,0.0006206488,0.000559466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003145081,0.000008301319,0.9944714,0.00001643726,0.00001626144,0.00003913975,0.0002909328,0.00005817152,0.00005779594,0.00003388255,0.0004114654,0.00456477],"study_design_scores_gemma":[0.000003574145,0.00001781112,0.9981313,0.00001985694,0.00001130268,0.0001112613,0.000716341,0.0001695052,0.00003606046,0.0000380854,0.0007406432,0.000004231416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940696,0.001002173,0.0001110136,0.00184168,0.000009575908,0.00001958387,0.001311796,0.000006987228,0.001627507],"genre_scores_gemma":[0.9990306,0.0002981809,0.00005194763,0.0001437555,0.000006158314,0.000004050725,0.0003914653,0.000002310137,0.00007158347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6405683,"threshold_uncertainty_score":0.723097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342854516727444,"score_gpt":0.3519391858602297,"score_spread":0.3176537341874853,"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."}}