{"id":"W2770058948","doi":"10.1016/j.jtho.2016.11.670","title":"P1.02-086 ATM Mutations in Lung Cancer Correlate to Higher Mutation Rates","year":2017,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Lung cancer; Mutation; Oncology; Cancer research; Internal medicine; Genetics; Gene; Biology","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":[0.0003909294,0.0004612872,0.0003304412,0.0008288804,0.000482058,0.0007988392,0.0005618308,0.001516669,0.01764451],"category_scores_gemma":[0.002082248,0.0002293851,0.0005820614,0.0008747573,0.0004346152,0.0004120525,0.0003811822,0.001279068,0.003269845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503726,"about_ca_system_score_gemma":0.0002009229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005870087,"about_ca_topic_score_gemma":0.0005452519,"domain_scores_codex":[0.9994403,0.0001184429,0.00006213718,0.0001522236,0.0001074505,0.0001194415],"domain_scores_gemma":[0.9980349,0.0005667896,0.0007418571,0.0001242816,0.0001591301,0.0003730438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00310575,0.0004106224,0.8774598,0.0001204076,0.0002843609,0.007293388,0.0002301266,0.0005363627,0.08434293,0.0006091172,0.002851399,0.02275565],"study_design_scores_gemma":[0.00008412627,0.0005543551,0.9612711,0.00002849875,0.0001930572,0.02211179,0.0003071834,0.001076702,0.008584648,0.0009791955,0.004782001,0.00002735481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933883,0.0004686335,0.0005865494,0.0003956978,0.00009436583,0.00001578272,0.001102789,0.00006230002,0.003885474],"genre_scores_gemma":[0.9969145,0.00009475573,0.000198248,0.0001117563,0.00007070435,0.00001393859,0.0005060048,0.00003327863,0.002056809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01764451,"threshold_uncertainty_score":0.05902684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799593645228437,"score_gpt":0.4207287440898827,"score_spread":0.4027328076375983,"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."}}