{"id":"W4205643577","doi":"10.48209/978-65-89949-cs-3","title":"COVID-19: O TRATAMENTO E SEUS DESAFIOS","year":2021,"lang":"pt","type":"book-chapter","venue":"","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Internal medicine","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":[0.001672688,0.000438373,0.0003040301,0.000653062,0.002508877,0.003636037,0.0010779,0.00297126,0.01227252],"category_scores_gemma":[0.002965003,0.0001796245,0.0003439144,0.0008475904,0.003779189,0.00337837,0.003434017,0.004642503,0.002604837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170925,"about_ca_system_score_gemma":0.01149759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01943654,"about_ca_topic_score_gemma":0.04261389,"domain_scores_codex":[0.9990454,0.0003445685,0.00003773701,0.0000926963,0.0002061464,0.0002733344],"domain_scores_gemma":[0.9992561,0.0002674563,0.00008986174,0.00004498788,0.0001118343,0.0002297899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004551532,0.0001144624,0.003092482,0.0008259059,0.00001589334,0.0008541546,0.02165655,0.0002077069,0.0006294893,0.2156318,0.4143697,0.3425564],"study_design_scores_gemma":[0.000005085968,0.00005074972,0.002639192,0.001289853,0.000006585762,0.0005298202,0.007309414,0.00007797628,0.0001841399,0.01939311,0.9685022,0.00001186963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01971779,0.1598802,0.003327595,0.3323985,0.01129475,0.0001442634,0.0003681445,0.000251622,0.4726171],"genre_scores_gemma":[0.271659,0.218975,0.00641358,0.09772625,0.005936012,0.000315804,0.0006642856,0.0002839081,0.3980261],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01943654,"threshold_uncertainty_score":0.04105574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206038062711686,"score_gpt":0.3965138058193645,"score_spread":0.2759099995481959,"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."}}