{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002265394,0.0003551439,0.0006212522,0.001053221,0.0005622011,0.0009410281,0.0004440892,0.0005430859,0.003995491],"category_scores_gemma":[0.008584918,0.0001712332,0.0008518249,0.001448988,0.0004039014,0.0006382202,0.001144159,0.0006638403,0.0002494669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114587,"about_ca_system_score_gemma":0.00240501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375365,"about_ca_topic_score_gemma":0.01879037,"domain_scores_codex":[0.9983045,0.0005865206,0.0002580421,0.0002123548,0.0003207217,0.0003179249],"domain_scores_gemma":[0.9939191,0.001468846,0.003154276,0.0001682003,0.0006913283,0.0005981396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000955071,0.00008871201,0.9857216,0.0005614505,0.0002311755,0.0001252942,0.0008322241,0.00008557042,0.0002620341,0.0001261606,0.0003932508,0.01061744],"study_design_scores_gemma":[0.00001332078,0.0003644003,0.9963643,0.000190223,0.000164166,0.000206774,0.001463305,0.0001168876,0.0001552651,0.0001299276,0.0008199441,0.00001152388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865336,0.005932238,0.0007392603,0.0008584702,0.00006154652,0.0002009076,0.002415294,0.00001519457,0.003243448],"genre_scores_gemma":[0.9972042,0.00117153,0.0003892111,0.00009649962,0.00003466794,0.00009594444,0.0004999251,0.000004169358,0.0005037716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375365,"threshold_uncertainty_score":0.02734721,"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."}}