{"id":"W2514694404","doi":"10.1188/16.onf.544-547","title":"The Evolving Context of Driver Mutations: ROS1 Rearrangement in Metastatic Non-Small Cell Lung Cancer","year":2016,"lang":"en","type":"article","venue":"Oncology nursing forum","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Context (archaeology); Lung cancer; Lung; Constitutional symptoms; Pericardial fluid; Past medical history; Emergency department; Surgery; Pathology; Internal medicine; Disease; Pericardium","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000145,0.0001006415,0.0002347339,0.0000878869,0.0001291966,0.000006774362,0.00006479262,0.00004757429,0.00008476804],"category_scores_gemma":[0.00004149032,0.00005693172,0.00006192982,0.0001266354,0.0001860237,0.00006287889,0.00001237346,0.00007294412,0.000007754905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296432,"about_ca_system_score_gemma":0.0005685116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003054853,"about_ca_topic_score_gemma":0.001035771,"domain_scores_codex":[0.9991154,0.00005319542,0.0002716393,0.000166831,0.0001082742,0.0002846382],"domain_scores_gemma":[0.9992278,0.0002798578,0.0001441496,0.0001732955,0.000118148,0.00005675263],"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":[0.0005609415,0.001766018,0.2320872,0.0001665936,0.000740635,0.00009315553,0.01950495,0.00006691853,0.04457899,0.001819648,0.04206584,0.6565491],"study_design_scores_gemma":[0.0760617,0.006325332,0.5825906,0.0127183,0.008400219,0.0001332497,0.07645427,0.006165155,0.05855988,0.005945534,0.1654294,0.001216289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.879642,0.01362373,0.003639152,0.0709009,0.001850493,0.002580811,0.00007096303,0.00004981477,0.0276421],"genre_scores_gemma":[0.9947545,0.0003264238,0.0013002,0.0003062421,0.00003076999,0.0002156209,0.000008514936,0.0000167635,0.003040962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6553328,"threshold_uncertainty_score":0.3390124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611542781585086,"score_gpt":0.3547330741332659,"score_spread":0.338617646317415,"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."}}