{"id":"W3158849211","doi":"10.5102/pic.n0.2019.7579","title":"Análise sobre conhecimento da caracterização e prevenção do AVC","year":2021,"lang":"pt","type":"article","venue":"Programa de Iniciação Científica - PIC/UniCEUB - Relatórios de Pesquisa","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Gynecology","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.007959586,0.001428218,0.001747088,0.0006587339,0.002361404,0.003873871,0.00452882,0.003764569,0.008191277],"category_scores_gemma":[0.007396186,0.001634459,0.001387208,0.004627926,0.00177807,0.001521592,0.003062265,0.006211819,0.001874102],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002653731,"about_ca_system_score_gemma":0.005651317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005132743,"about_ca_topic_score_gemma":0.0003011888,"domain_scores_codex":[0.9802196,0.004849844,0.002416542,0.003006867,0.00395039,0.005556782],"domain_scores_gemma":[0.9895277,0.001949401,0.001349375,0.002704855,0.001420129,0.003048543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001388861,0.009369928,0.09102724,0.001792896,0.004011938,0.007291826,0.3509237,0.0002392279,0.007661048,0.09218192,0.1948314,0.23928],"study_design_scores_gemma":[0.002928158,0.0007373765,0.002317283,0.001083419,0.0008000517,0.0002566044,0.05515963,0.002167986,0.0006276595,0.003277933,0.9285092,0.002134666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7477077,0.0233196,0.001493354,0.03803578,0.007568162,0.008071869,0.001098465,0.001855913,0.1708492],"genre_scores_gemma":[0.9378218,0.00671227,0.002099155,0.003727127,0.002013781,0.0005960301,0.0002651769,0.0003033642,0.0464613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7336778,"threshold_uncertainty_score":0.9999857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07034973153818873,"score_gpt":0.3758907181604697,"score_spread":0.3055409866222809,"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."}}