{"id":"W3176037669","doi":"","title":"Sistema de selección en urgencias de pacientes con sospecha de infección por SARS-CoV-2 y con posible neumonía no graves basado en la radiografía de tórax Radiography-based triage for COVID-19 in the Emergency Department in a Spanish cohort of patients","year":2021,"lang":"es","type":"article","venue":"Medicina Clínica","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; Western University","funders":"","keywords":"Medicine; Humanities","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":[0.0006175549,0.0004261083,0.0005467596,0.0007988095,0.0004547806,0.0006930428,0.0003464506,0.0005283097,0.002068904],"category_scores_gemma":[0.002394866,0.000244179,0.0006157456,0.0007057882,0.0002321326,0.0003560289,0.0004832839,0.0004486046,0.0003082373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00051621,"about_ca_system_score_gemma":0.000739475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01429367,"about_ca_topic_score_gemma":0.01356672,"domain_scores_codex":[0.9996217,0.00008961182,0.00003816734,0.0001025321,0.000044974,0.0001029963],"domain_scores_gemma":[0.9991742,0.0001721395,0.0002715596,0.00005819643,0.0001630762,0.0001608559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002331277,0.00005207163,0.9982287,0.00001047217,0.00004108052,0.00009069544,0.00006976066,0.00002360293,0.000095122,0.00001176563,0.0001801539,0.0009634447],"study_design_scores_gemma":[0.00004815959,0.0001818965,0.9977835,0.00002128995,0.00006933889,0.0003039768,0.0008228448,0.0003215488,0.000038814,0.00003853564,0.000363725,0.000006427631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984986,0.0002323359,0.00007332377,0.00006292689,0.0000137429,0.00001695734,0.0004354323,0.00000390209,0.000662858],"genre_scores_gemma":[0.9983277,0.0002290439,0.0001007338,0.00009140292,0.00002811726,0.00002085408,0.0008653563,0.000004442564,0.000332387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01429367,"threshold_uncertainty_score":0.02842093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256596391919391,"score_gpt":0.3330856514591292,"score_spread":0.3105196875399353,"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."}}