{"id":"W4385190647","doi":"10.47820/recima21.v4i7.3643","title":"IMPORTÂNCIA DA HIGIENIZAÇÃO DAS MÃOS PARA A PREVENÇÃO DE INFECÇÃO RELACIONADA À ASSISTÊNCIA À SAÚDE","year":2023,"lang":"pt","type":"article","venue":"RECIMA21 - Revista Científica Multidisciplinar - ISSN 2675-6218","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Medicine; Philosophy","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009306588,0.002501986,0.002914753,0.002072971,0.003088634,0.002173807,0.006462758,0.001703695,0.000388057],"category_scores_gemma":[0.004650412,0.00265784,0.001486679,0.01025707,0.0007580214,0.001845728,0.006021201,0.003458276,0.005465625],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004566671,"about_ca_system_score_gemma":0.006373857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004570873,"about_ca_topic_score_gemma":0.0003217238,"domain_scores_codex":[0.9771784,0.002810087,0.004561693,0.005691539,0.003896322,0.005861937],"domain_scores_gemma":[0.983998,0.002474457,0.002442727,0.006816449,0.001062637,0.003205709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001883242,0.008111431,0.3537941,0.02162133,0.002526621,0.01592349,0.106603,0.006112621,0.03996237,0.03391596,0.2434403,0.1661055],"study_design_scores_gemma":[0.006405005,0.001728655,0.2609196,0.00743978,0.0007387507,0.001006242,0.001854857,0.1955258,0.001432756,0.001247561,0.5144216,0.00727932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124129,0.005370796,0.04377885,0.0175464,0.00618476,0.007026372,0.001224497,0.004760417,0.001694998],"genre_scores_gemma":[0.9703057,0.001930779,0.008486264,0.001101685,0.001346599,0.0006740051,0.0005794344,0.0005795077,0.01499602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2709813,"threshold_uncertainty_score":0.9995923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07730834764117941,"score_gpt":0.3868218115678626,"score_spread":0.3095134639266832,"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."}}