{"id":"W2981621614","doi":"10.1016/j.jtho.2019.08.060","title":"PL02.09 National Lung Matrix Trial (NLMT): First Results from an Umbrella Phase II Trial in Advanced Non-Small Cell Lung Cancer (NSCLC)","year":2019,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Lung cancer; Oncology; Lung; Internal medicine","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":[0.001622436,0.0009480714,0.001304536,0.0002304478,0.0004028438,0.001143572,0.0007735721,0.001045541,0.008051687],"category_scores_gemma":[0.001302694,0.0003169641,0.001299635,0.0003194337,0.0005502006,0.001115817,0.0006442732,0.003095957,0.00187786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121065,"about_ca_system_score_gemma":0.001180043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226529,"about_ca_topic_score_gemma":0.005082007,"domain_scores_codex":[0.9995426,0.0002313098,0.00001926807,0.00008555003,0.00003636414,0.00008493165],"domain_scores_gemma":[0.9993427,0.0001263498,0.0001001822,0.00005491938,0.00003153587,0.0003442622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6200697,0.01115295,0.0104393,0.001512375,0.003212997,0.0003400161,0.0002152576,0.003149793,0.02746594,0.001473055,0.06350739,0.2574612],"study_design_scores_gemma":[0.8135575,0.1200825,0.0301114,0.0002268982,0.001880617,0.0005552391,0.0001110907,0.002179689,0.003685294,0.001698664,0.02584828,0.00006273268],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357364,0.01435058,0.001531847,0.01113778,0.001090468,0.00198891,0.01459685,0.000626625,0.01894063],"genre_scores_gemma":[0.9470181,0.005029513,0.00382248,0.007278868,0.0006138083,0.002459166,0.02042737,0.0001639895,0.01318673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008051687,"threshold_uncertainty_score":0.02693558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239562297970115,"score_gpt":0.4722920417351263,"score_spread":0.4483358119381148,"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."}}