{"id":"W1996192566","doi":"10.1097/jto.0b013e3181ffe909","title":"Pharmacogenetic and Germline Prognostic Markers of Lung Cancer","year":2011,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"University of Toronto; Cancer Care Ontario","keywords":"Pharmacogenetics; Medicine; Lung cancer; Candidate gene; Oncology; Population; Bioinformatics; Internal medicine; Genotype; Genetics; Biology; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001696495,0.00007020799,0.000297551,0.0001168685,0.00002022959,0.000001730833,0.00004131671,0.00005062633,0.0003829028],"category_scores_gemma":[0.00003847588,0.0000494147,0.00006373461,0.00008408113,0.00007344704,0.00004528242,0.00001453896,0.0001154325,7.35989e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177209,"about_ca_system_score_gemma":0.0004725414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002734699,"about_ca_topic_score_gemma":0.000007576836,"domain_scores_codex":[0.9993477,0.00004799504,0.0003245642,0.0000696957,0.0001040802,0.0001059653],"domain_scores_gemma":[0.9992138,0.00005577247,0.0003436331,0.00005763412,0.0002105194,0.0001186366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005060771,0.001141219,0.478307,0.0005812375,0.002228832,0.0007691515,0.002780275,0.00001063747,0.01162044,0.00002075432,0.003996105,0.4934836],"study_design_scores_gemma":[0.005723318,0.00851926,0.9302594,0.0008680744,0.01358709,0.003525687,0.0006642324,0.0004519641,0.01736011,0.0002473278,0.01857716,0.0002163629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880493,0.007282738,0.0001101517,0.001020775,0.0003848512,0.0002080202,0.000006857755,0.000003851451,0.002933413],"genre_scores_gemma":[0.9934802,0.001074295,0.004728803,0.0002420121,0.0001388685,0.000008872313,0.000001008629,0.000009604336,0.0003163391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4932672,"threshold_uncertainty_score":0.4192517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054511726158285,"score_gpt":0.4697045928526449,"score_spread":0.4391594755910621,"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."}}