{"id":"W4391954485","doi":"10.56083/rcv4n2-054","title":"IDENTIFICAÇÃO DE NECESSIDADES PALIATIVAS, CARACTERIZAÇÃO CLÍNICA E CAPACIDADE FUNCIONAL DE PACIENTES COM INSUFICIÊNCIA CARDÍACA","year":2024,"lang":"pt","type":"article","venue":"Revista Contemporânea","topic":"Palliative and Oncologic Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002312067,0.0009780807,0.001769698,0.0004109582,0.0003788151,0.001052269,0.0006589968,0.0007722073,0.001071403],"category_scores_gemma":[0.001677643,0.0008657346,0.001071133,0.001014058,0.0005127345,0.0003906118,0.0002739945,0.001691182,0.0007542745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182904,"about_ca_system_score_gemma":0.003442489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003381232,"about_ca_topic_score_gemma":0.00007814325,"domain_scores_codex":[0.9933328,0.0009832475,0.001567944,0.001436048,0.001143391,0.001536582],"domain_scores_gemma":[0.9958221,0.001133695,0.0005036615,0.001056838,0.0005049356,0.0009787944],"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":[0.00123488,0.001242244,0.5122551,0.01234991,0.003577682,0.01049164,0.03088008,0.00001137603,0.1756216,0.01846459,0.2144324,0.01943852],"study_design_scores_gemma":[0.002194072,0.0008758685,0.1228735,0.01033921,0.001788472,0.0003757441,0.009877179,0.003087822,0.003549633,0.0001439819,0.8434792,0.001415268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7548978,0.2087002,0.006259983,0.009019124,0.003191484,0.00245347,0.004264173,0.000839006,0.01037473],"genre_scores_gemma":[0.9656363,0.002689244,0.0001355086,0.001697168,0.001481661,0.0001473578,0.0007500078,0.000150184,0.02731261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6290469,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092056731216424,"score_gpt":0.3447553858986513,"score_spread":0.2938348185864871,"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."}}