{"id":"W4410137936","doi":"10.1016/j.jpainsymman.2025.04.013","title":"Assessing Palliative Care Development in Mexico Through the WHO Actionable Indicators Model","year":2025,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Universidad de Navarra","keywords":"Medicine; Palliative care; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01176028,0.001081664,0.0005427322,0.006643281,0.0009280501,0.003071108,0.0008623436,0.0006815867,0.002695397],"category_scores_gemma":[0.01625525,0.000247518,0.001112633,0.004738775,0.001119915,0.002742813,0.002703664,0.001108908,0.000181452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007524883,"about_ca_system_score_gemma":0.009492606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.048942,"about_ca_topic_score_gemma":0.04406962,"domain_scores_codex":[0.9944419,0.003408683,0.0004995274,0.0004044731,0.0007666535,0.0004787094],"domain_scores_gemma":[0.9907101,0.003606915,0.002242528,0.0003707731,0.002752921,0.0003166785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001502033,0.00030748,0.7372769,0.001278739,0.00054616,0.0003612736,0.005202654,0.03119353,0.0003563203,0.07261293,0.01284898,0.1378649],"study_design_scores_gemma":[0.0001290965,0.0009033253,0.6267756,0.003542535,0.001577618,0.0005493501,0.02278644,0.1956625,0.002144115,0.06118482,0.08450905,0.0002355489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6094031,0.007230238,0.1885711,0.03393231,0.0005980918,0.004425013,0.0219725,0.0007971295,0.1330704],"genre_scores_gemma":[0.915251,0.002232132,0.07568634,0.0003779843,0.00007874026,0.001422395,0.003390191,0.00001811757,0.001543184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.048942,"threshold_uncertainty_score":0.09731424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0715058071604475,"score_gpt":0.407971257505172,"score_spread":0.3364654503447245,"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."}}