{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001557178,0.0007821317,0.0008599964,0.0003626174,0.001441984,0.0004873197,0.001224131,0.001151267,0.1606229],"category_scores_gemma":[0.002541846,0.0008626305,0.000556485,0.0003271533,0.0008369463,0.000307891,0.0002992096,0.0009400923,0.003447769],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002829563,"about_ca_system_score_gemma":0.01470412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00480213,"about_ca_topic_score_gemma":0.01004367,"domain_scores_codex":[0.9945671,0.0003681364,0.001029944,0.001570975,0.001506055,0.0009577749],"domain_scores_gemma":[0.9941585,0.001281957,0.0006094847,0.001138112,0.0003493659,0.00246258],"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":[0.00003493807,0.0002299948,0.0015577,0.0006054968,0.0004835266,0.0001665281,0.04090345,0.00005705354,0.0001002354,0.8176963,0.1351303,0.003034459],"study_design_scores_gemma":[0.0003516122,0.00005283169,0.00004810463,0.0001800443,0.0001992249,0.00001287284,0.01245791,0.00001020763,0.00005879511,0.006118513,0.979505,0.001004865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006550031,0.002087559,0.001434585,0.06364808,0.004017127,0.00132184,0.0001073985,0.0005376904,0.9261907],"genre_scores_gemma":[0.0273675,0.002603369,0.0003360474,0.02714724,0.001463674,0.00005705932,0.0001206651,0.0001090132,0.9407954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8443747,"threshold_uncertainty_score":0.999858,"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."}}