{"id":"W1977302775","doi":"10.1097/rct.0b013e3181e47c28","title":"Minute Pulmonary Meningothelial-Like Nodules","year":2010,"lang":"en","type":"article","venue":"Journal of Computer Assisted Tomography","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Lung; Presentation (obstetrics); Radiology; Computed tomography; Pathology; Pulmonary vasculature; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003549285,0.0002030491,0.0004821028,0.0005195637,0.00007437006,0.00005122428,0.0001652603,0.00009872482,0.0001108386],"category_scores_gemma":[0.00001014297,0.0001424848,0.0006972089,0.0003688764,0.00009174587,0.0001188729,0.00003955014,0.0005108282,0.000009774286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001587962,"about_ca_system_score_gemma":0.00007330904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000587165,"about_ca_topic_score_gemma":0.000002698608,"domain_scores_codex":[0.9985487,0.00005956075,0.000539729,0.0001721598,0.0004453417,0.0002345223],"domain_scores_gemma":[0.998624,0.00009663832,0.0003838204,0.0003116014,0.0002812994,0.0003025986],"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":[0.001771784,0.005830585,0.1892569,0.0002717516,0.005606752,0.01056464,0.0006468254,0.00003381779,0.04980331,0.0006888207,0.05368946,0.6818354],"study_design_scores_gemma":[0.004265735,0.001856994,0.6638915,0.0002477739,0.000949107,0.01603665,0.00003082913,0.0004949043,0.00210126,0.0003395493,0.3094722,0.0003135575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828837,0.0008365381,0.008629352,0.002984809,0.00301329,0.0002257444,0.00001997213,0.00005359337,0.001353017],"genre_scores_gemma":[0.8617804,0.00003615199,0.1357477,0.001022698,0.00126398,0.000002756711,0.000009657089,0.00002705626,0.0001096316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6815218,"threshold_uncertainty_score":0.5810362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110180365966758,"score_gpt":0.2494803226943891,"score_spread":0.2383785190347215,"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."}}