{"id":"W2523972084","doi":"10.1016/j.ijsu.2016.09.034","title":"Peer review report 2 on “Predictors and risk factors of hypoparathyroidism after total thyroidectomy”","year":2016,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Hypoparathyroidism; Thyroidectomy; Total thyroidectomy; General surgery; Pediatrics; Surgery; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00951768,0.000852334,0.001293829,0.003869538,0.003511199,0.004576968,0.002784484,0.005198724,0.1413346],"category_scores_gemma":[0.09993996,0.0005410807,0.001632959,0.001757989,0.001105185,0.002237156,0.002871156,0.002148313,0.06315112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002114578,"about_ca_system_score_gemma":0.007869597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004286777,"about_ca_topic_score_gemma":0.007924037,"domain_scores_codex":[0.9884644,0.002079097,0.001222079,0.0009231376,0.006274992,0.001036305],"domain_scores_gemma":[0.8158721,0.01596515,0.005326182,0.004896142,0.1461216,0.01181886],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008496594,0.00004838084,0.00222799,0.0006434318,0.00002825212,0.0002807034,0.00007768271,0.00002496736,0.0003044663,0.0002697936,0.9725271,0.02348228],"study_design_scores_gemma":[0.0001154663,0.0001140592,0.01210445,0.001420463,0.0001051583,0.0008027535,0.0006449136,0.0004257762,0.001319531,0.001211128,0.9816829,0.0000533351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.01135935,0.01070568,0.00299071,0.3013333,0.5598341,0.002325877,0.009937728,0.0009227273,0.1005905],"genre_scores_gemma":[0.06532301,0.02088995,0.006777701,0.09118728,0.3697398,0.002082553,0.01869569,0.001707751,0.4235963],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9904823,"threshold_uncertainty_score":0.4728115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748424733830145,"score_gpt":0.2999388670406292,"score_spread":0.2724546197023277,"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."}}