{"id":"W1973874480","doi":"10.2310/7070.2001.19512","title":"Predictability of Hypocalcemia Using Early Postoperative Serum Calcium Levels","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Medicine; Calcium; Parathyroid hormone; Thyroid; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296086,0.0001518785,0.0006394356,0.0001411463,0.00008022214,0.000005124301,0.0001895805,0.000150232,0.0001902399],"category_scores_gemma":[0.0003054501,0.00009174551,0.0002032708,0.00024751,0.0003085657,0.0001468202,0.00005217325,0.0005643764,0.0000106438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006394873,"about_ca_system_score_gemma":0.0003294744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006556809,"about_ca_topic_score_gemma":0.000005817147,"domain_scores_codex":[0.9981534,0.0004546421,0.0007300012,0.0001045217,0.0002776188,0.0002798432],"domain_scores_gemma":[0.9982799,0.0003983118,0.000447378,0.0003002354,0.0004276833,0.0001464382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00236878,0.0002196047,0.5867081,0.00002192359,0.0002249756,0.0003038968,0.00211319,0.0001211632,0.4071102,0.00006290219,0.0004765595,0.0002688019],"study_design_scores_gemma":[0.001503994,0.001387239,0.9633779,0.00006672538,0.0002374537,0.01008812,0.0002971408,0.0002422339,0.0219837,0.000126473,0.0005914275,0.0000975728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995178,0.001212509,0.00124365,0.001126698,0.0003401726,0.0001970916,0.00001033304,0.000008839354,0.0006826856],"genre_scores_gemma":[0.9986155,0.00007137533,0.0003700333,0.0005035087,0.000257137,6.229698e-7,7.355223e-7,0.00001578552,0.0001653014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3851264,"threshold_uncertainty_score":0.3741274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909260639025784,"score_gpt":0.3175439728525097,"score_spread":0.2584513664622519,"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."}}