{"id":"W4281800939","doi":"10.5380/ce.v27i0.82040","title":"CARACTERIZAÇÃO DE EVENTOS ADVERSOS HOSPITALARES: BUSCA ATIVA VERSUS NOTIFICAÇÃO ESPONTÂNEA","year":2022,"lang":"pt","type":"article","venue":"Cogitare Enfermagem","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Adverse effect; Internal medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001445205,0.0006542665,0.000736612,0.0004094084,0.003371182,0.00001413913,0.001199418,0.0004600454,0.01558883],"category_scores_gemma":[0.00174601,0.0007544404,0.0004072881,0.001028187,0.0002085175,0.0004910253,0.001212067,0.002808763,0.002093828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002060385,"about_ca_system_score_gemma":0.002391926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001647453,"about_ca_topic_score_gemma":0.00007538807,"domain_scores_codex":[0.9917965,0.002802556,0.001273601,0.001070617,0.001323271,0.001733479],"domain_scores_gemma":[0.9950567,0.001351828,0.0010306,0.001372934,0.0002794865,0.000908423],"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":[0.0164826,0.005689179,0.08352057,0.003803452,0.001930435,0.002260098,0.5051224,0.004631117,0.002033399,0.003803654,0.3381173,0.03260586],"study_design_scores_gemma":[0.008879346,0.001509668,0.1287952,0.0005500711,0.000477232,0.00002206462,0.10756,0.002261974,0.0001022188,0.00009959108,0.7482986,0.001444007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819922,0.002285931,0.01255649,0.03445667,0.03873735,0.006965982,0.006873122,0.001135459,0.0149968],"genre_scores_gemma":[0.9652774,0.0001596122,0.0001031652,0.002459996,0.0005060636,0.0008938212,0.002119847,0.0001437772,0.02833636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4101813,"threshold_uncertainty_score":0.9994918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143621816883098,"score_gpt":0.4171868782570965,"score_spread":0.2735650613739986,"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."}}