{"id":"W1978049977","doi":"10.1067/mhn.2002.127891","title":"Predicting Calcium Status Post Thyroidectomy with Early Calcium Levels","year":2002,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Thyroidectomy; Calcium; Medicine; Logistic regression; Total thyroidectomy; Prospective cohort study; Calcium supplementation; Surgery; Blood calcium; Internal medicine; Thyroid","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":[0.0006820012,0.0003016833,0.0003011017,0.0003697022,0.0001338769,0.0003178141,0.0001466304,0.0002639896,0.0006523802],"category_scores_gemma":[0.003868202,0.0001984126,0.0001980784,0.0003794938,0.000215202,0.0003076334,0.0003123462,0.000358097,0.0001785003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266622,"about_ca_system_score_gemma":0.0004214791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006629298,"about_ca_topic_score_gemma":0.0008108736,"domain_scores_codex":[0.9995357,0.0001901113,0.00004798742,0.00004957156,0.00012312,0.0000535864],"domain_scores_gemma":[0.9980876,0.0006404915,0.0007479194,0.00008393252,0.0002344272,0.0002056942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006394333,0.00007579599,0.9944952,0.000009965328,0.00002092097,0.00006120593,0.00002393512,0.0001809823,0.001133109,0.000004793452,0.00003066193,0.003323907],"study_design_scores_gemma":[0.00009001726,0.003469202,0.9918138,0.000008618813,0.00005792474,0.0007839919,0.0001127088,0.001572718,0.001900685,0.00002846367,0.0001524903,0.000009450399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995493,0.00006448339,0.0002132451,0.00001185116,0.000001494655,0.00001380665,0.0000226693,0.000004149077,0.0001188737],"genre_scores_gemma":[0.9993987,0.00003731969,0.000418494,0.000008551892,0.000003025152,0.0000138599,0.00006814369,0.000001154987,0.00005080117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006820012,"threshold_uncertainty_score":0.003606796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867588683253465,"score_gpt":0.2680792415795501,"score_spread":0.2294033547470155,"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."}}