{"id":"W2111040114","doi":"10.1148/rg.343135080","title":"Noninfectious Pulmonary Complications after Hematopoietic Stem Cell Transplantation: Practical Approach to Imaging Diagnosis","year":2014,"lang":"en","type":"review","venue":"Radiographics","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hematopoietic stem cell transplantation; Immunosuppression; Intensive care medicine; Timeline; Transplantation; Population; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000522571,0.0006481442,0.001957079,0.0009572773,0.0001888962,0.00009204506,0.0002000049,0.0003550167,0.00002540766],"category_scores_gemma":[0.00001403853,0.0005459703,0.001211769,0.001491422,0.0001277966,0.0001116764,0.00002082801,0.0008338809,0.00008009027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007677165,"about_ca_system_score_gemma":0.0002071223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001795192,"about_ca_topic_score_gemma":0.000003472032,"domain_scores_codex":[0.9967923,0.000437997,0.0009606721,0.0008426888,0.000490001,0.0004763915],"domain_scores_gemma":[0.9970866,0.001228105,0.0002846641,0.0008021116,0.0001268408,0.0004716834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001011739,0.001589837,0.01895238,0.2160425,0.0007279833,0.0007921803,0.001095542,0.000007574156,0.000001043255,0.002764573,0.001041488,0.7568837],"study_design_scores_gemma":[0.0005214355,0.00008795837,0.003998209,0.01024203,0.009313805,0.008814042,0.00005138239,0.00005223552,0.00000306475,0.00004835064,0.9660344,0.0008331425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001972741,0.8759483,0.1145535,0.0004634642,0.0003001891,0.002219235,0.0001701934,0.0002282551,0.006097171],"genre_scores_gemma":[0.0008389112,0.9594071,0.03570869,0.0006586787,0.0002923585,0.002305917,0.0005412909,0.0001452442,0.000101794],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9649929,"threshold_uncertainty_score":0.9996992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04923343630549935,"score_gpt":0.3623056924732787,"score_spread":0.3130722561677793,"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."}}