{"id":"W4407866944","doi":"10.1016/j.aimed.2025.02.005","title":"Personalized integrative medicine: Bridging CAM and EBM","year":2025,"lang":"en","type":"article","venue":"Advances in Integrative Medicine","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Journal of Administrative Sciences","funders":"","keywords":"Bridging (networking); Integrative medicine; Medicine; Alternative medicine; Psychology; Computer science; Pathology","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":[0.008429585,0.0006475637,0.001568128,0.002250027,0.001351304,0.007108154,0.001189015,0.00285697,0.007791168],"category_scores_gemma":[0.01204132,0.000339345,0.0006269231,0.002491876,0.004800654,0.008657641,0.004827809,0.003969239,0.0009083123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044245,"about_ca_system_score_gemma":0.005972285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423805,"about_ca_topic_score_gemma":0.003300282,"domain_scores_codex":[0.9956786,0.002937351,0.0001881121,0.0003017947,0.0007454609,0.0001486314],"domain_scores_gemma":[0.9864804,0.01109328,0.0005482236,0.0006025119,0.0008022043,0.0004733854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001821063,0.0006361275,0.003763843,0.007887078,0.0002128255,0.0003046825,0.003866425,0.0003255999,0.001067165,0.2264262,0.01683375,0.738494],"study_design_scores_gemma":[0.0001800998,0.0004969162,0.01675743,0.02217076,0.0004144124,0.001767637,0.008959194,0.002014255,0.001108465,0.6153743,0.3306361,0.0001204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01680877,0.6379156,0.03077479,0.2012781,0.004613048,0.0001891704,0.0001652095,0.0001347655,0.1081206],"genre_scores_gemma":[0.3184064,0.5440527,0.06330709,0.05243521,0.01432262,0.0004121852,0.0001805292,0.00006702845,0.006816242],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008429585,"threshold_uncertainty_score":0.04458046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841947432755818,"score_gpt":0.3891375632156237,"score_spread":0.3707180888880655,"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."}}