{"id":"W2032402522","doi":"10.1177/0194599814541627a73","title":"Are Patients Undergoing Thyroidectomy in Montreal, Canada, during Winter at Increased Risk for Postoperative Hypocalcemia?","year":2014,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroidectomy; Surgery; Confidence interval; Thyroid; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002185028,0.000265539,0.000625713,0.0001687779,0.0001773249,0.00001042719,0.0001034777,0.0001824556,0.00005553204],"category_scores_gemma":[0.001219867,0.0002372112,0.0001169477,0.0001382516,0.00006126255,0.00007613481,0.00007981084,0.0002906757,0.00003152166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004436099,"about_ca_system_score_gemma":0.0002135591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1093505,"about_ca_topic_score_gemma":0.8474994,"domain_scores_codex":[0.9981272,0.0002536012,0.0004159533,0.0004752924,0.0001710829,0.0005568245],"domain_scores_gemma":[0.9982538,0.00080842,0.0002518616,0.0003413978,0.0001219275,0.0002225474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001270808,0.0001200434,0.9824708,0.00003780076,0.00005819869,0.00009335089,0.0001597596,0.00002665763,0.002824511,0.0000130242,0.0128297,0.00009533692],"study_design_scores_gemma":[0.007174599,0.0002985436,0.986087,0.00007063644,0.00004369318,0.00004947217,0.00008249954,0.0003194379,0.002513845,0.00003036836,0.003090617,0.0002393302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962591,0.0002635008,0.00004176427,0.0004002381,0.0002360574,0.0006858659,0.00008166926,0.00003708054,0.001994747],"genre_scores_gemma":[0.9964383,0.0000261076,0.00009253936,0.002066422,0.000129439,0.0001103019,0.0001213177,0.00004214206,0.0009734915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7381489,"threshold_uncertainty_score":0.9673192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007012363049559798,"score_gpt":0.2180858179591276,"score_spread":0.2110734549095678,"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."}}