{"id":"W4394968690","doi":"10.35366/115248","title":"Los trastornos de la COVID-19 en la Educación Médica","year":2023,"lang":"es","type":"article","venue":"Archivos de Investigación Materno Infantil","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Humanities; Medicine; Philosophy; Virology; Outbreak","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002240017,0.0004669552,0.0004175617,0.001300939,0.0004483206,0.0007693855,0.00217552,0.0004756108,0.0001889665],"category_scores_gemma":[0.001771607,0.0005033286,0.0001521957,0.002207539,0.001579234,0.0004191215,0.000846545,0.0009350319,0.0008684667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002560196,"about_ca_system_score_gemma":0.003768211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007585433,"about_ca_topic_score_gemma":0.00001092259,"domain_scores_codex":[0.9958198,0.001030142,0.0007258809,0.0008720459,0.0004674077,0.001084714],"domain_scores_gemma":[0.99537,0.002365748,0.0002918406,0.001169628,0.000102272,0.0007004996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001152926,0.0002012255,0.136721,0.0004059134,0.0001013132,0.0002734129,0.003635032,0.0002884683,0.01193465,0.8008493,0.03968613,0.005891996],"study_design_scores_gemma":[0.0005249646,0.0001010033,0.3479262,0.000249438,0.00004395454,0.001002382,0.0002147174,0.01008278,0.003784393,0.2442279,0.3911577,0.000684549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317397,0.0001046922,0.0169,0.04022713,0.0006266026,0.0003684429,0.000175753,0.00128534,0.008572356],"genre_scores_gemma":[0.9614304,0.0003923331,0.02828551,0.007113714,0.0003728795,0.0002265392,0.00007691299,0.00007718593,0.00202457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5566214,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914357746685433,"score_gpt":0.3306485085841743,"score_spread":0.31150493111732,"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."}}