{"id":"W4396503466","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6137","title":"An Unusual Case of Pneumonia in a Previously Well 16-year-Old","year":2024,"lang":"en","type":"article","venue":"","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; BC Children's Hospital","funders":"","keywords":"Pneumonia; Computer science; History; Archaeology","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":[0.0003275403,0.0000807433,0.0002304252,0.0001108807,0.00001458938,0.000005387154,0.00003376201,0.00005633915,0.0002399888],"category_scores_gemma":[0.00009558736,0.00005592528,0.00004003219,0.0001780996,0.0001340829,0.00003160912,0.00002163189,0.0002072093,0.00007496893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002033761,"about_ca_system_score_gemma":0.00004793936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005241479,"about_ca_topic_score_gemma":0.0002715156,"domain_scores_codex":[0.9993019,0.00004573712,0.0001983954,0.0001963698,0.00009202568,0.0001656138],"domain_scores_gemma":[0.9996004,0.00008937454,0.00001276411,0.0001722823,0.00002437075,0.0001008176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003315341,0.001683636,0.6299297,0.003743124,0.0004114482,0.1502486,0.01731869,0.000005412535,0.01949191,0.01158839,0.0643096,0.100938],"study_design_scores_gemma":[0.02927738,0.02279859,0.3642789,0.01594829,0.00431935,0.1914964,0.06309049,0.04647221,0.05856435,0.009957084,0.189777,0.004019936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687998,0.001305487,0.0001181315,0.00195652,0.000158896,0.000140309,0.000002770547,0.00009243532,0.0274257],"genre_scores_gemma":[0.9922244,0.00009460882,0.0004905268,0.0006031871,0.00008044325,0.000008176411,0.000004539435,0.00001019609,0.006483917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2656507,"threshold_uncertainty_score":0.2627709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141700883015975,"score_gpt":0.3444441150978421,"score_spread":0.3230271062676823,"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."}}