{"id":"W7095488189","doi":"","title":"The Systematized Nomenclature of Medicine Clinical","year":2009,"lang":"en","type":"article","venue":"","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SNOMED CT; Systematized Nomenclature of Medicine; Nomenclature; Matching (statistics); Christian ministry; Set (abstract data type)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007306305,0.0006384523,0.000663049,0.009441826,0.003221097,0.00711218,0.00258226,0.001127346,0.007675595],"category_scores_gemma":[0.01657099,0.0003997346,0.0007922631,0.01386495,0.006309863,0.002953928,0.003401744,0.002689744,0.004290829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0143294,"about_ca_system_score_gemma":0.04772076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1729537,"about_ca_topic_score_gemma":0.1326701,"domain_scores_codex":[0.990448,0.002996438,0.001752225,0.001076409,0.003260886,0.0004661876],"domain_scores_gemma":[0.9869484,0.002716998,0.001061146,0.002748208,0.005923779,0.0006016287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005546622,0.00002036977,0.002275522,0.000943106,0.00003627465,0.0002585426,0.00390264,0.001398791,0.002619495,0.7082747,0.1509683,0.1292468],"study_design_scores_gemma":[0.000007008553,0.00001412609,0.002228775,0.0003075885,0.00001290785,0.0003372054,0.0006431129,0.0006469325,0.0003968869,0.03021876,0.965153,0.00003362479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01154055,0.01710136,0.5235271,0.02569293,0.01240026,0.002816878,0.07259624,0.004045326,0.3302794],"genre_scores_gemma":[0.1141131,0.01241667,0.7493094,0.006504836,0.001469712,0.001992879,0.07097018,0.001081916,0.04214133],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9923244,"threshold_uncertainty_score":0.3438939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4641406794893994,"score_gpt":0.6064901504684106,"score_spread":0.1423494709790112,"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."}}