{"id":"W4405238640","doi":"10.54751/revistafoco.v17n12-072","title":"DESENVOLVIMENTO DE TECNOLOGIA EDUCACIONAL PARA CUIDADORES DE PACIENTES ONCOLÓGICOS EM CUIDADOS PALIATIVOS","year":2024,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Palliative and Oncologic Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Palliative care; Philosophy; Medicine; Nursing","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":[0.001242562,0.000716022,0.001030556,0.0003542484,0.0002804939,0.0005078675,0.0004769299,0.0005582174,0.002485064],"category_scores_gemma":[0.001049634,0.000590973,0.0006757471,0.0008538075,0.000312744,0.0001892983,0.0002425453,0.001079517,0.001540919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002566347,"about_ca_system_score_gemma":0.00248832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009185308,"about_ca_topic_score_gemma":0.00007074022,"domain_scores_codex":[0.995369,0.0005310703,0.000866554,0.001072486,0.0007598292,0.001401088],"domain_scores_gemma":[0.9972434,0.0008785482,0.0002330574,0.0007172935,0.0002466756,0.0006810292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000772722,0.002297868,0.4234735,0.007647449,0.002251916,0.006494435,0.01527721,0.00003247105,0.03309194,0.03382955,0.3869731,0.08785779],"study_design_scores_gemma":[0.00263378,0.002671934,0.1694243,0.01051816,0.002007428,0.0004066296,0.01333102,0.005243863,0.00456507,0.0009963497,0.7867263,0.001475187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7481866,0.2196805,0.008246747,0.009442301,0.001717548,0.004092862,0.0009464597,0.0008144956,0.006872449],"genre_scores_gemma":[0.9687833,0.003565916,0.0009994603,0.001607026,0.001650994,0.0004033055,0.0001663123,0.0001019738,0.02272168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3997532,"threshold_uncertainty_score":0.9996542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05252339454596653,"score_gpt":0.3797243044713016,"score_spread":0.327200909925335,"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."}}