{"id":"W4389819479","doi":"10.31011/reaid-2023-v.97-n.4-art.1878","title":"ANÁLISE DA PRODUÇÃO CIENTÍFICA INTERNACIONAL SOBRE TECNOLOGIAS PARA HEMORRAGIA PÓS-PARTO","year":2023,"lang":"pt","type":"article","venue":"Revista Enfermagem Atual In Derme","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009791234,0.0007390284,0.0008653816,0.0009386946,0.0001696585,0.0006135374,0.0012232,0.0004150588,0.001945034],"category_scores_gemma":[0.0008426268,0.0007617307,0.0003232464,0.002699033,0.0002213038,0.000438964,0.001774982,0.00169403,0.005696099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004186154,"about_ca_system_score_gemma":0.0002340132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007885994,"about_ca_topic_score_gemma":0.00009426566,"domain_scores_codex":[0.9945854,0.0002848205,0.001079162,0.001151358,0.001061398,0.001837853],"domain_scores_gemma":[0.9977043,0.000316817,0.0001244353,0.001226453,0.0001751962,0.0004528088],"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":[0.000965962,0.001310951,0.03727394,0.01346384,0.0009418513,0.01807195,0.007204985,0.00710535,0.03051422,0.01874371,0.4734487,0.3909545],"study_design_scores_gemma":[0.003355998,0.0005780529,0.07125419,0.002407158,0.0001475334,0.0002525042,0.00198638,0.1361204,0.003802676,0.0006113334,0.7763034,0.003180449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505322,0.002536437,0.0005690575,0.002427171,0.001176256,0.002038394,0.000296447,0.001371243,0.03905283],"genre_scores_gemma":[0.9557438,0.001820247,0.00008728223,0.0001277954,0.0004093764,0.000189049,0.0003011588,0.0001593638,0.04116192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3877741,"threshold_uncertainty_score":0.9994833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09357216340421833,"score_gpt":0.3447867691963758,"score_spread":0.2512146057921575,"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."}}