{"id":"W2586895513","doi":"10.5072/prism/28522","title":"Treatment at Disease-progression in EGFR-mutated NSCLC Patients: Results from a single Canadian Institution","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Oncology; Institution; Internal medicine; Disease; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010286,0.0004118607,0.0007416116,0.0008336246,0.001945338,0.001587905,0.0009074226,0.0007114486,0.00319192],"category_scores_gemma":[0.003105439,0.0002777792,0.00128745,0.003884471,0.0005156813,0.000445928,0.000889966,0.0009491972,0.0005302724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0489671,"about_ca_system_score_gemma":0.08891451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9808761,"about_ca_topic_score_gemma":0.9944767,"domain_scores_codex":[0.9985747,0.00009141508,0.00005817772,0.0001342566,0.0006060439,0.0005353972],"domain_scores_gemma":[0.9974965,0.0001070833,0.0003050325,0.00004817683,0.001213613,0.0008295744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002967289,0.0009615885,0.8044476,0.000506837,0.0008164037,0.0002288958,0.002049877,0.001746538,0.001438831,0.0003956607,0.03042319,0.1540173],"study_design_scores_gemma":[0.0002657618,0.0003508196,0.9874489,0.0002695119,0.0004719254,0.0001118009,0.001725729,0.0002636227,0.0003138902,0.0000802073,0.008649043,0.00004873489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483154,0.007843331,0.0002623859,0.004904153,0.0001052582,0.0003889364,0.01587364,0.000051453,0.02225544],"genre_scores_gemma":[0.9614067,0.009884743,0.001398084,0.002836327,0.0001029678,0.0001285265,0.01263205,0.00008515795,0.01152551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0489671,"threshold_uncertainty_score":0.3552828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340872232290761,"score_gpt":0.3108038023623191,"score_spread":0.2973950800394115,"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."}}