{"id":"W4416451548","doi":"10.1002/hsr2.71532","title":"Evaluation of Chest CT Scan Findings in Pediatric Patients With COVID‐19: A Retrospective Descriptive Study","year":2025,"lang":"en","type":"article","venue":"Health Science Reports","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computed tomography; Pleural effusion; Retrospective cohort study; Lung; Respiratory disease; Medical imaging","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004554123,0.0003565447,0.0005238236,0.001912488,0.00038093,0.0004958863,0.0003232401,0.0003358067,0.001216342],"category_scores_gemma":[0.001557134,0.0004075117,0.000306553,0.001431894,0.0004740131,0.0007132782,0.0004145593,0.0003745462,0.0001856228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003886068,"about_ca_system_score_gemma":0.0005409742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179537,"about_ca_topic_score_gemma":0.002570758,"domain_scores_codex":[0.9994379,0.00009456802,0.000132391,0.0001195418,0.0001275007,0.00008818105],"domain_scores_gemma":[0.9987962,0.0002459149,0.0005693457,0.00006196687,0.0001792206,0.0001473582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002790949,0.00002689357,0.9974086,0.00003507546,0.00001133388,0.001148848,0.00008809606,0.00001575487,0.0001299292,0.00001203124,0.00006391929,0.00103157],"study_design_scores_gemma":[0.000007703125,0.0002773292,0.9788498,0.00005828001,0.00004822822,0.01834686,0.001421738,0.0001420169,0.0001872681,0.00002212161,0.0006293491,0.000009391711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997932,0.001068147,0.0001363207,0.00002143178,0.000005890417,0.00005135727,0.0002882422,0.000004334185,0.0004923257],"genre_scores_gemma":[0.998468,0.0007036507,0.0002267673,0.00003989914,0.00001622955,0.00004374343,0.0004343616,0.000002062524,0.00006533771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002179537,"threshold_uncertainty_score":0.004333735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022504330276615,"score_gpt":0.4983872766434419,"score_spread":0.3961368436157804,"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."}}