{"id":"W4327555682","doi":"10.1080/24745332.2023.2184431","title":"Severe pulmonary alveolar microlithiasis","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University Health Centre","funders":"","keywords":"Lung disease; Lung transplantation; Medicine; Lung; Radiography; Interstitial lung disease; Pulmonary fibrosis; Pathology; Radiology; 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":[0.0007060553,0.000164215,0.0005379437,0.0005327487,0.0002237991,0.00001124778,0.0001024221,0.0001482169,0.0001999288],"category_scores_gemma":[0.003679943,0.0001193693,0.0001001784,0.0003407368,0.001231752,0.00006764221,0.00001826232,0.0005947219,0.00002473011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000659835,"about_ca_system_score_gemma":0.0005497027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002231652,"about_ca_topic_score_gemma":0.0002347242,"domain_scores_codex":[0.9984986,0.0001126536,0.0004446985,0.0001917617,0.0003055852,0.0004467093],"domain_scores_gemma":[0.9970562,0.0003685514,0.00005410644,0.0001751451,0.0005957498,0.001750219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002272288,0.00004108001,0.4094465,0.001981921,0.0003997953,0.0780618,0.01103582,0.000001726599,0.002763564,0.001135862,0.1730887,0.321816],"study_design_scores_gemma":[0.004524908,0.00535306,0.2321779,0.00271658,0.001991304,0.01495821,0.03451283,0.0000421246,0.0003873678,0.001263249,0.7014432,0.0006292974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8014252,0.1323493,0.00006850997,0.05045239,0.001640158,0.0001774652,0.00003744051,0.00005130008,0.01379825],"genre_scores_gemma":[0.9850084,0.0002632732,0.0001357533,0.01339784,0.001045023,0.000002560365,0.000006952263,0.00002007624,0.0001200921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5283546,"threshold_uncertainty_score":0.4867738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04438917596165894,"score_gpt":0.3261987326917977,"score_spread":0.2818095567301387,"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."}}