{"id":"W4312834314","doi":"10.36926/editorainovar-978-65-5388-087-0_001","title":"A BIOSSEGURANÇA NO CONTEXTO DAS INFECÇÕES DO SÍTIO CIRÚRGICO NO BRASIL: UMA REVISÃO DE LITERATURA","year":2022,"lang":"pt","type":"book-chapter","venue":"","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002861267,0.0007173551,0.0008701966,0.0004478991,0.002042193,0.001257504,0.0008050679,0.000815872,0.1996231],"category_scores_gemma":[0.001348207,0.0007242283,0.0004680537,0.0004427515,0.0003764516,0.000756478,0.0001782795,0.001237836,0.01060636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017471,"about_ca_system_score_gemma":0.002604042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00391469,"about_ca_topic_score_gemma":0.0004770615,"domain_scores_codex":[0.9946098,0.0008013801,0.001406396,0.001126824,0.001027345,0.0010282],"domain_scores_gemma":[0.9954352,0.0008317535,0.0008756171,0.000797504,0.001187101,0.0008728721],"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":[0.00008455339,0.0002041312,0.001426646,0.0005363695,0.0001160597,0.00001200827,0.03122791,0.000001262112,0.00007302109,0.8545209,0.08559008,0.02620707],"study_design_scores_gemma":[0.000482484,0.0002252596,0.0007779339,0.000461948,0.00007104007,0.0000110596,0.002155415,0.00003383685,0.000005835717,0.0008093592,0.9941509,0.00081488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002929863,0.001950902,0.00007489936,0.01467397,0.006963935,0.002184447,0.0002328081,0.0003154256,0.9706737],"genre_scores_gemma":[0.08523433,0.00666113,0.0002857361,0.01217853,0.003455079,0.0002154951,0.0006701735,0.0001252945,0.8911743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9085609,"threshold_uncertainty_score":0.9997793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1311144328406368,"score_gpt":0.4447406625979349,"score_spread":0.3136262297572981,"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."}}