{"id":"W6998434676","doi":"","title":"Addressing the Future of Pain Medicine Training: Redevelopment of Post-Doctoral Training as an Even More Imperative Standard in Latin America","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grossman; Pain management; Latin Americans; Population; Health care; Pain medicine; Medical school; Medical practice","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01071356,0.0005134416,0.0006341046,0.001262509,0.00412599,0.006376186,0.001689891,0.003844627,0.01485961],"category_scores_gemma":[0.01101833,0.0002558842,0.0005487559,0.001333422,0.006122074,0.004746198,0.007426643,0.006667011,0.001290667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009070385,"about_ca_system_score_gemma":0.04207627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02608928,"about_ca_topic_score_gemma":0.03992857,"domain_scores_codex":[0.9941361,0.002206736,0.0002318491,0.0004112239,0.0007933947,0.002220737],"domain_scores_gemma":[0.9770208,0.003116259,0.001628386,0.000694804,0.003967467,0.01357233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005030428,0.001040261,0.04718547,0.005075166,0.00009500951,0.001027882,0.02128293,0.0004552017,0.00495809,0.1573801,0.2476447,0.513352],"study_design_scores_gemma":[0.0001503167,0.0003135238,0.09310443,0.007217252,0.00002777341,0.0006261099,0.02750459,0.0003683133,0.0004590295,0.02594395,0.8441949,0.000089776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02311193,0.04768519,0.001354974,0.8932824,0.005837954,0.00007140194,0.0001737416,0.00009666682,0.02838585],"genre_scores_gemma":[0.6015667,0.0684329,0.009237432,0.2797296,0.009779985,0.0005228864,0.0005109494,0.0002890356,0.02993051],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02608928,"threshold_uncertainty_score":0.06581056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3215193548998905,"score_gpt":0.5612069119006324,"score_spread":0.2396875570007419,"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."}}