{"id":"W3210846172","doi":"10.21450/rahis.v17i4.6455","title":"PRIORIZAÇÃO DE DESPERDICIOS NA MANUTENÇÃO DE EQUIPAMENTOS MÉDICOS EM OPERAÇÕES HOSPITALARES","year":2021,"lang":"pt","type":"article","venue":"RAHIS - Revista de Administração Hospitalar e Inovação em Saúde","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Physics; Operations management; Humanities; Philosophy; Economics","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":[0.007848615,0.0008501022,0.0006362485,0.00234543,0.001302868,0.004834897,0.00112851,0.001115394,0.004172671],"category_scores_gemma":[0.02686461,0.0007776713,0.0008470987,0.001916744,0.001574799,0.00379075,0.002843364,0.00118607,0.0005621165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00328504,"about_ca_system_score_gemma":0.009657552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007748113,"about_ca_topic_score_gemma":0.0145434,"domain_scores_codex":[0.9918901,0.003689427,0.000711971,0.0008327254,0.002371386,0.0005044564],"domain_scores_gemma":[0.9714366,0.01542229,0.004618446,0.001704831,0.005633052,0.001184793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001865493,0.0009369343,0.1855838,0.004849537,0.0007302811,0.0007761024,0.03099205,0.1098869,0.02046371,0.166681,0.006091044,0.4711434],"study_design_scores_gemma":[0.0003368811,0.004965897,0.3475915,0.00432075,0.001496372,0.001430396,0.03944876,0.2422271,0.03033981,0.2019003,0.1250211,0.0009212203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5353446,0.003726152,0.4009879,0.004414793,0.0002192507,0.00142505,0.00127118,0.001011252,0.05159975],"genre_scores_gemma":[0.9130137,0.001039395,0.08185055,0.0001393307,0.00003062164,0.0004175692,0.0003575903,0.00004736995,0.003103901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007848615,"threshold_uncertainty_score":0.04150796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569866110318847,"score_gpt":0.3074526094668644,"score_spread":0.2817539483636759,"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."}}