{"id":"W1996126815","doi":"10.1097/rlu.0b013e3181e4dd44","title":"Pulmonary Light and Heavy Chain Deposition Disease","year":2010,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Nodule (geology); Malignancy; Lung; Respiratory disease; Lung disease; Radiology; Solitary pulmonary nodule; Pulmonary disease; Pathology; Nuclear medicine; 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":[0.0008860539,0.000152484,0.0004858753,0.00006205755,0.0001392678,0.000005075387,0.00007150436,0.0001616173,0.000370946],"category_scores_gemma":[0.003321004,0.0001019699,0.0000793793,0.00009587465,0.001039695,0.00003571779,0.00007805428,0.0009158191,0.0001127797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005375092,"about_ca_system_score_gemma":0.00002762818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009619004,"about_ca_topic_score_gemma":0.000001844456,"domain_scores_codex":[0.9985615,0.00009281992,0.0004795184,0.0003898957,0.000240771,0.0002355099],"domain_scores_gemma":[0.998269,0.0003607052,0.00007455062,0.0003569151,0.00006963828,0.0008692186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004353501,0.002014341,0.4631572,0.0006675883,0.0002962352,0.008288847,0.001044729,5.580959e-8,0.03045537,0.003642545,0.17799,0.3080895],"study_design_scores_gemma":[0.004105339,0.001429405,0.8000118,0.0007389269,0.0007006472,0.001276814,0.000302228,0.00151222,0.00005067884,0.00124557,0.1883282,0.0002982383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7793625,0.001199316,0.00003946594,0.2053136,0.001342816,0.0002364591,0.000002086372,0.0001643766,0.01233937],"genre_scores_gemma":[0.9723522,0.0007132642,0.0007779379,0.02336453,0.002153416,0.000005649194,0.00001505907,0.00002852496,0.0005894363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3368545,"threshold_uncertainty_score":0.4158212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03427627272823831,"score_gpt":0.3633723759328932,"score_spread":0.3290961032046549,"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."}}