{"id":"W2780233731","doi":"10.1503/jpn.170234","title":"Culture as an ingredient of personalized medicine","year":2017,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Royal Ottawa Mental Health Centre; Dalhousie University","funders":"","keywords":"Ingredient; Personalized medicine; Medicine; Psychology; Traditional medicine; Bioinformatics; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02080302,0.0005248987,0.0008839883,0.002025309,0.00685137,0.01228114,0.001836953,0.003958999,0.005269016],"category_scores_gemma":[0.02515908,0.0005749108,0.0005077876,0.001366035,0.04602147,0.00916007,0.0105589,0.009473678,0.0004929617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005422498,"about_ca_system_score_gemma":0.007447305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257659,"about_ca_topic_score_gemma":0.003373288,"domain_scores_codex":[0.9790026,0.01369427,0.0007461334,0.001794922,0.003378605,0.001383539],"domain_scores_gemma":[0.9742879,0.01499459,0.002049904,0.003602284,0.002192415,0.002872827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007388694,0.0001451943,0.01093592,0.0002807928,0.0001788469,0.0004430441,0.06305199,0.0008714137,0.0008346892,0.8546827,0.005948104,0.06255348],"study_design_scores_gemma":[0.0000449783,0.0001649497,0.007714327,0.0004906942,0.0001053622,0.0006293714,0.023213,0.0009856143,0.0009855145,0.8418922,0.1236733,0.0001005538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1757314,0.01555971,0.0797905,0.3995797,0.004878771,0.0002622681,0.0001874925,0.0002756612,0.3237345],"genre_scores_gemma":[0.9722821,0.002309115,0.007004306,0.01437639,0.000767081,0.00009287618,0.00003131973,0.00007703157,0.003059722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02080302,"threshold_uncertainty_score":0.1100182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089570083891277,"score_gpt":0.3892268255701519,"score_spread":0.3483311247312391,"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."}}