{"id":"W3200834211","doi":"10.4103/ijmr.ijmr_1476_21","title":"Cancer risk of CT scan in COVID-19","year":2021,"lang":"en","type":"article","venue":"The Indian Journal of Medical Research","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Computed tomography; Radiology; Ionizing radiation; Erythema; Medical physics; Radiological weapon; Medical imaging; Surgery; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004939196,0.0002423192,0.0003282123,0.001477154,0.001235079,0.001133319,0.0004523135,0.0009030651,0.01152854],"category_scores_gemma":[0.004310187,0.0003043549,0.0005949178,0.001684281,0.0004770072,0.000663815,0.001159134,0.001788599,0.001045294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008638,"about_ca_system_score_gemma":0.0008443804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0136301,"about_ca_topic_score_gemma":0.0133586,"domain_scores_codex":[0.9993043,0.0001452952,0.0000759442,0.0001307137,0.0001720264,0.0001716103],"domain_scores_gemma":[0.998302,0.0003117544,0.0005839902,0.000129602,0.0003416418,0.0003310125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003917138,0.00006608794,0.967139,0.000214866,0.00006294697,0.003770612,0.0003518671,0.0001900908,0.00052727,0.0008542775,0.008775041,0.01765623],"study_design_scores_gemma":[0.00003956024,0.0004907753,0.9141751,0.001366305,0.0002398587,0.04507411,0.003359854,0.001353296,0.0009969503,0.003250654,0.02954601,0.000107444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128291,0.02347062,0.002340092,0.008311565,0.0005219779,0.0003015804,0.01254603,0.0001378772,0.03954114],"genre_scores_gemma":[0.9846507,0.005918819,0.00108708,0.001455044,0.0002142349,0.00005285515,0.00423263,0.00003802021,0.002350469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136301,"threshold_uncertainty_score":0.03856683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09637239167508635,"score_gpt":0.4964341484799899,"score_spread":0.4000617568049035,"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."}}