{"id":"W2123101845","doi":"10.1148/radiol.2283030671","title":"Severe Acute Respiratory Syndrome: Radiographic Review of 40 Probable Cases in Toronto, Canada","year":2003,"lang":"en","type":"article","venue":"Radiology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Chest radiograph; Atelectasis; Radiography; Pneumonia; Lung; Clearance; Respiratory disease; Respiratory system; Respiratory failure; Pediatrics; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001057926,0.0001542181,0.0009571304,0.00008136273,0.00003662702,0.000001262656,0.0001368599,0.0001042562,0.0005471365],"category_scores_gemma":[0.01855019,0.000124465,0.0001184589,0.0003986929,0.0002208474,0.00004142847,0.00004773268,0.0002742525,0.000003257247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007875785,"about_ca_system_score_gemma":0.002226792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.165086,"about_ca_topic_score_gemma":0.3947627,"domain_scores_codex":[0.9979235,0.0004365229,0.0005820548,0.0003376538,0.0002753558,0.0004449246],"domain_scores_gemma":[0.9967225,0.002369304,0.0001162955,0.0004671968,0.0001410421,0.000183683],"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":[0.0008346386,0.0006384323,0.6813271,0.04158214,0.001983424,0.02090245,0.00009785777,0.00002955083,0.0008144032,0.003497971,0.2426586,0.005633405],"study_design_scores_gemma":[0.004409971,0.003397955,0.2736454,0.008309412,0.0004582116,0.002609296,0.00009405392,0.00001157432,0.0001348726,0.0002558068,0.7061326,0.0005409043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5022953,0.4786056,0.00001604582,0.006285784,0.0005052015,0.002764343,0.00009246294,0.00005588437,0.009379406],"genre_scores_gemma":[0.8807929,0.1084839,0.0002103851,0.00967159,0.00003721317,0.0001253267,0.00001087799,0.00002050959,0.000647372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4634739,"threshold_uncertainty_score":0.989717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03587353024447396,"score_gpt":0.38067906527735,"score_spread":0.344805535032876,"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."}}