{"id":"W2768432058","doi":"10.54751/revistafoco.v16n10-043","title":"ESTUDO DA VIABILIDADE DO REUSO DA ÁGUA REJEITADA PELO SISTEMA DE OSMOSE REVERSA EM UM SERVIÇO DE HEMODIÁLISE","year":2023,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Physics; Humanities; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003153143,0.00080872,0.001323046,0.0003183437,0.0004478031,0.0004244238,0.0007950847,0.0004562172,0.0007321924],"category_scores_gemma":[0.0005295926,0.0008194071,0.0004910689,0.001431292,0.0001662058,0.0002257587,0.001043456,0.0009491647,0.003700547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540953,"about_ca_system_score_gemma":0.0004240088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006500016,"about_ca_topic_score_gemma":0.0001023753,"domain_scores_codex":[0.9932662,0.0008166484,0.001430701,0.001385972,0.001142529,0.001957933],"domain_scores_gemma":[0.9955059,0.0003352859,0.0004044125,0.002486217,0.00007419946,0.001194012],"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":[0.001060423,0.002146233,0.1545753,0.05570243,0.001520072,0.009286752,0.02297455,0.0005554421,0.002976706,0.00196264,0.5732,0.1740393],"study_design_scores_gemma":[0.003455517,0.0012755,0.08529841,0.006752701,0.001423701,0.0001909829,0.02443987,0.001732119,0.000321732,0.0002109308,0.8734355,0.001463058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960338,0.007320934,0.0002038985,0.01963717,0.0007356593,0.004229679,0.0001694922,0.0004337886,0.006931395],"genre_scores_gemma":[0.9305643,0.005482319,0.0006735958,0.005035124,0.001052404,0.0002636119,0.0003321447,0.0002844508,0.05631203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3002354,"threshold_uncertainty_score":0.9994256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347823466222257,"score_gpt":0.3113105687828995,"score_spread":0.277832334120677,"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."}}