{"id":"W4210965970","doi":"10.1016/j.path.2019.08.006","title":"Parathyroid Pathology","year":2019,"lang":"en","type":"review","venue":"Surgical pathology clinics","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"National Cancer Institute","keywords":"Medicine; Pathology; Immunohistochemistry; Molecular 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":[0.0003708908,0.0008912724,0.0008635605,0.005881359,0.0004445208,0.001339423,0.0007033944,0.001048213,0.02663366],"category_scores_gemma":[0.00181074,0.0003901673,0.000393509,0.003581706,0.00077298,0.001526929,0.001314773,0.001369841,0.01194579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007156667,"about_ca_system_score_gemma":0.001788273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266876,"about_ca_topic_score_gemma":0.002917997,"domain_scores_codex":[0.9997234,0.00002906565,0.00005234786,0.00005748389,0.0001056033,0.00003210488],"domain_scores_gemma":[0.999293,0.0002586097,0.0001360611,0.0000440932,0.0001895672,0.00007877543],"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":[0.00004855829,0.00002209492,0.0003598214,0.01091639,0.00003961893,0.0008311949,0.00007391077,0.0001435385,0.001692348,0.001356187,0.09835204,0.8861642],"study_design_scores_gemma":[0.00001465468,0.00002736263,0.0009332424,0.005350471,0.0001225245,0.008512635,0.0000717406,0.00003262223,0.0003820767,0.001124555,0.9834138,0.00001427954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003227976,0.9790598,0.0004593048,0.0007245954,0.001495111,0.00001994755,0.0001089183,0.00007841333,0.01773117],"genre_scores_gemma":[0.003896022,0.9776783,0.0008455275,0.001631999,0.002239861,0.00001826528,0.0002921841,0.00001619225,0.01338156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02663366,"threshold_uncertainty_score":0.08909845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118212498672865,"score_gpt":0.4408972859347219,"score_spread":0.3290760360674354,"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."}}