{"id":"W4416864755","doi":"10.69849/revistaft/ni10202511301214","title":"FERRAMENTAS QUE PODEM SER UTILIZADAS NA AVALIAÇÃO DA EMPATIA DOS PROFISSIONAIS DE SAÚDE: REVISÃO INTEGRATIVA","year":2025,"lang":"","type":"article","venue":"Revista fisio&terapia.","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Interpersonal Reactivity Index; Emotional intelligence; Interpersonal communication; Scale (ratio); Health care","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002111151,0.00134305,0.002124033,0.0006526851,0.0007074798,0.0005649656,0.0009933539,0.001097051,0.009522164],"category_scores_gemma":[0.004552812,0.001110974,0.0008195616,0.002035177,0.0005534826,0.0005331974,0.0003947117,0.002609538,0.0006232162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519129,"about_ca_system_score_gemma":0.004953232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004164812,"about_ca_topic_score_gemma":0.00001637922,"domain_scores_codex":[0.9909879,0.001362525,0.002669401,0.001890995,0.001379729,0.001709461],"domain_scores_gemma":[0.9938213,0.0008273476,0.0007748583,0.002275476,0.0007029747,0.001598069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002196245,0.004576597,0.03173708,0.01694849,0.001662046,0.0004374477,0.06227127,0.000004629966,0.008117767,0.01427665,0.4038846,0.4538872],"study_design_scores_gemma":[0.006307672,0.001515377,0.03322949,0.06101939,0.002083677,0.0001866269,0.02106011,0.002233493,0.008705575,0.001186166,0.8606114,0.001861059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7881424,0.1008668,0.01048872,0.05642943,0.009364652,0.01112055,0.0004485279,0.0006538363,0.02248502],"genre_scores_gemma":[0.9184369,0.01113217,0.001533641,0.01518367,0.001135891,0.0003556237,0.0007622708,0.0001471855,0.05131268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4567268,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288411690944092,"score_gpt":0.367418668531454,"score_spread":0.3345345516220131,"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."}}