{"id":"W73687149","doi":"10.4081/monaldi.2005.659","title":"Pulmonary Alveolar Microlithiasis: CT and pathologic findings in 10 patients","year":2005,"lang":"en","type":"article","venue":"Monaldi Archives for Chest Disease","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Pathology; Parenchyma; Lung; Biopsy; Calcification; Radiology","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":[0.000130066,0.0001845746,0.0002870783,0.0001328893,0.0001059697,0.000008467986,0.00007712153,0.00002237266,0.00003311659],"category_scores_gemma":[0.0004744172,0.0001499606,0.0001139669,0.00006554547,0.0004052118,0.00005782645,0.00008163085,0.0001779369,0.00001637802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001565222,"about_ca_system_score_gemma":0.00004065424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002633044,"about_ca_topic_score_gemma":8.61728e-7,"domain_scores_codex":[0.9988413,0.00005085915,0.0002423048,0.000387684,0.0001274261,0.000350425],"domain_scores_gemma":[0.9991876,0.0002179604,0.00003935866,0.0001763873,0.00001813473,0.00036049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007726927,0.0007356256,0.9558111,0.0003141205,0.00003230613,0.0006954518,0.0005257565,0.000001761393,0.000461768,0.00003381527,0.0008331178,0.03978245],"study_design_scores_gemma":[0.001859905,0.0001258489,0.9840797,0.0001553638,0.000121396,0.00006168004,0.00006412443,0.0006977408,0.0001028763,0.001125755,0.01144348,0.0001621878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989858,0.00278156,0.00003813912,0.005415922,0.00003874999,0.0004352321,0.0001101009,0.00004606062,0.001276207],"genre_scores_gemma":[0.9935932,0.0002146453,0.002584564,0.002084573,0.00009963082,0.0001433264,0.0001809189,0.00001986533,0.001079239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03962026,"threshold_uncertainty_score":0.6115216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588418668456316,"score_gpt":0.2657619678636414,"score_spread":0.2498777811790782,"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."}}