{"id":"W2479641000","doi":"10.1097/wno.0000000000000428","title":"Optic Disc Metastasis as the Presenting Sign of Lung Adenocarcinoma","year":2016,"lang":"en","type":"article","venue":"Journal of Neuro-Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sign (mathematics); Adenocarcinoma; Medicine; Lung; Metastasis; Adenocarcinoma of the lung; Lung cancer; Radiology; Pathology; Internal medicine; Cancer; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003909567,0.000147589,0.0005175228,0.0001513254,0.00006894558,0.000004801154,0.0002126571,0.0001045428,0.0004747834],"category_scores_gemma":[0.0007789751,0.00006933721,0.0002901662,0.0001287033,0.0002303108,0.0001032417,0.00007977706,0.0002620808,0.00002939035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004048109,"about_ca_system_score_gemma":0.0001380928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006225518,"about_ca_topic_score_gemma":1.196818e-7,"domain_scores_codex":[0.9983984,0.0003792107,0.0005488417,0.0001599109,0.0002564411,0.0002572455],"domain_scores_gemma":[0.9978924,0.0009380133,0.0005879534,0.0002956903,0.0001704949,0.0001154943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009102006,0.0006082252,0.9344953,0.00005775856,0.001286573,0.03356161,0.0002053058,0.00000509259,0.02674855,0.000324698,0.0006355783,0.001161124],"study_design_scores_gemma":[0.003614508,0.003839229,0.7657652,0.00009925325,0.001440283,0.2119752,0.00007749147,0.00001493891,0.01146503,0.001233435,0.000378815,0.00009656176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897258,0.001023711,0.0000254872,0.006451551,0.000433628,0.0001890665,0.000003487022,0.000004486109,0.002142797],"genre_scores_gemma":[0.9984735,0.00003672612,0.0003137304,0.0001313741,0.0001795449,0.000003847806,5.327378e-7,0.00001986227,0.0008409227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1784136,"threshold_uncertainty_score":0.5198545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419277342626378,"score_gpt":0.3290437646227414,"score_spread":0.2948509911964776,"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."}}