{"id":"W4413874610","doi":"10.3390/medicina61091564","title":"Pain Treatment in Primary Care Through Eight Constitution Medicine: A Retrospective Real-World Study from South Korea","year":2025,"lang":"en","type":"article","venue":"Medicina","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Wonkwang University; Korea Institute of Oriental Medicine; National Research Foundation","keywords":"Constitution; Primary care; Medicine; Retrospective cohort study; Alternative medicine; Family medicine; Traditional medicine; Political science; Internal medicine; Law; Pathology","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":[0.00170305,0.0002713812,0.0004998505,0.0003209819,0.0001689651,0.0000190346,0.0002338443,0.00005814769,0.00009815322],"category_scores_gemma":[0.001502838,0.0001963539,0.00005158528,0.001012699,0.0003130121,0.0001073798,0.000066733,0.0002093786,0.0000252937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104287,"about_ca_system_score_gemma":0.000129637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00608425,"about_ca_topic_score_gemma":0.002423018,"domain_scores_codex":[0.996175,0.002035511,0.0003352426,0.0006957704,0.0004464006,0.0003120622],"domain_scores_gemma":[0.9974453,0.001897513,0.0001299905,0.0004479514,0.00002630039,0.00005293669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003589641,0.0004298342,0.9353581,0.0001066519,0.0000657389,0.0007844896,0.03634975,0.00002253927,0.001684999,0.003132991,0.00351969,0.01818625],"study_design_scores_gemma":[0.01516907,0.002596495,0.9256949,0.001634145,0.0005437301,0.000001331749,0.02252715,0.001310295,0.003170426,0.004464857,0.02221473,0.0006728736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4427637,0.0006638994,0.007428392,0.002198221,0.001394052,0.004324746,0.0000555411,0.0002666181,0.5409048],"genre_scores_gemma":[0.9956441,0.0001337211,0.00002859385,0.001653519,0.0001504137,0.0001227426,0.00006225103,0.000009286628,0.002195388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5528804,"threshold_uncertainty_score":0.9197606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386873717373624,"score_gpt":0.2947253542214639,"score_spread":0.2708566170477277,"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."}}