{"id":"W4281728750","doi":"10.1016/j.amjmed.2022.05.005","title":"A Pseudotumor","year":2022,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Chills; Productive Cough; Malignancy; Lesion; Past medical history; Weight loss; Surgery; Chest pain; Medical history; Family history; Dry cough; Dysphagia; Tuberculosis; Pediatrics; Internal medicine; Pathology; Lung","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000714783,0.00007566092,0.000374272,0.00012916,0.0001601375,0.000002328461,0.000144142,0.000003380784,0.001411772],"category_scores_gemma":[0.0001280774,0.000039018,0.0001337014,0.0004294673,0.0003911329,0.00001838104,0.00004349708,0.0003672266,0.000005504543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008624354,"about_ca_system_score_gemma":0.0001155489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008409614,"about_ca_topic_score_gemma":4.235161e-7,"domain_scores_codex":[0.998839,0.0001352467,0.0002896244,0.00006086755,0.0005363644,0.0001389534],"domain_scores_gemma":[0.9990172,0.0001092595,0.0004333912,0.0001860427,0.0001131909,0.000140938],"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":[0.01308374,0.001866518,0.1204341,0.000105309,0.002585404,0.004738989,0.00839553,0.0005922571,0.01657784,0.002720764,0.3886525,0.440247],"study_design_scores_gemma":[0.01817618,0.08229306,0.444698,0.0004134468,0.004889735,0.1219931,0.04508374,0.0005316026,0.0003139148,0.003710376,0.2774051,0.000491733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401153,0.0006931219,0.00006924769,0.05634444,0.0002720074,0.00008165061,0.000001864018,0.00001013639,0.002412213],"genre_scores_gemma":[0.9864435,0.0001079523,0.00005405227,0.01233915,0.0008186573,0.000004525991,9.389032e-7,0.00001288252,0.0002183574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4397553,"threshold_uncertainty_score":0.999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009237688106361946,"score_gpt":0.2775348430360552,"score_spread":0.2682971549296933,"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."}}