{"id":"W3033224838","doi":"10.1016/s1470-2045(20)30283-7","title":"Knowing your tumour?","year":2020,"lang":"en","type":"letter","venue":"The Lancet Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Pancreatic cancer; Medicine; Oncology; Internal medicine; Precision medicine; Profiling (computer programming); Overall survival; Clinical trial; Cancer; 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":[0.005306433,0.001141701,0.00190427,0.001227554,0.01026709,0.009120305,0.002248712,0.1000117,0.02479976],"category_scores_gemma":[0.03178295,0.001395409,0.001677451,0.0009823893,0.006889492,0.007674324,0.006369929,0.07316685,0.01560737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006397356,"about_ca_system_score_gemma":0.01191973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015383,"about_ca_topic_score_gemma":0.02350811,"domain_scores_codex":[0.9948945,0.001134617,0.0004520378,0.0005893541,0.00161228,0.001317344],"domain_scores_gemma":[0.9869521,0.004348925,0.0006699103,0.0004384502,0.001456583,0.006134082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001956423,0.00001089812,0.0002163069,0.00003319626,0.00000850844,0.0007307553,0.0001139436,0.00001873585,0.00005777485,0.003063597,0.9913213,0.004405581],"study_design_scores_gemma":[0.00006405546,0.00004114465,0.0005211935,0.0004045915,0.00002251502,0.001798066,0.0007779515,0.00009586033,0.00008622038,0.01345762,0.9826791,0.00005168161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001309442,0.002292971,0.00002934707,0.9697711,0.0232252,0.000007343173,0.00002103516,0.00001067129,0.004511406],"genre_scores_gemma":[0.001444337,0.001324719,0.0000516011,0.9558924,0.02549698,0.00002052538,0.00002045406,0.00001755929,0.01573141],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1000117,"threshold_uncertainty_score":0.08296347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608465594569304,"score_gpt":0.4173207585822031,"score_spread":0.2564741991252727,"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."}}