{"id":"W2417132446","doi":"10.1186/s12904-016-0125-4","title":"Identification and characteristics of patients with palliative care needs in Brazilian primary care","year":2016,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Governo Brasil; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Palliative care; Pain medicine; Confidence interval; Family medicine; Physical therapy; Nursing; Internal medicine; Psychiatry; Anesthesiology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006074228,0.0003199741,0.0007353151,0.0003071986,0.0000495604,0.00001095646,0.0001381504,0.0001640427,0.00002093236],"category_scores_gemma":[0.0003243642,0.0002206722,0.0001023064,0.0004268991,0.0002848879,0.0001573475,0.00007154883,0.0001446902,0.00000591666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050608,"about_ca_system_score_gemma":0.0002689709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004795742,"about_ca_topic_score_gemma":0.0002597683,"domain_scores_codex":[0.9980949,0.0001015363,0.0006051151,0.0004173186,0.0004939237,0.0002871947],"domain_scores_gemma":[0.9966124,0.000265834,0.0004965969,0.0003863872,0.002101159,0.0001376718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006286568,0.00006713643,0.9333201,0.002405293,0.00006785118,0.00000478913,0.05086396,6.108648e-7,0.001104002,0.00007988326,0.00001778476,0.01143992],"study_design_scores_gemma":[0.004019361,0.0005176615,0.9456035,0.004272128,0.0001390262,8.999807e-8,0.03568002,0.000001526014,0.00872307,0.00001222815,0.0007747954,0.0002565218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99152,0.004841249,0.0005454245,0.00004461208,0.0001055861,0.0008816739,0.001233588,0.00002817468,0.000799626],"genre_scores_gemma":[0.9971195,0.0006837466,0.0009938643,0.0000577413,0.00006204984,0.00006014225,0.0008842532,0.00004098623,0.00009768597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518394,"threshold_uncertainty_score":0.8998752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611426582578507,"score_gpt":0.3387457232558616,"score_spread":0.2926314574300766,"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."}}