{"id":"W4406476997","doi":"10.1016/j.ysur.2013.03.014","title":"10.1016/j.ysur.2013.03.014","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Parathyroidectomy; Surgery; General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007929308,0.001095386,0.0005832638,0.001586184,0.000966974,0.002752697,0.0009416376,0.003542994,0.8702008],"category_scores_gemma":[0.001811662,0.0004048352,0.0005978927,0.0006673854,0.0008903655,0.002362626,0.001385041,0.001721106,0.8106372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008726515,"about_ca_system_score_gemma":0.001420693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336956,"about_ca_topic_score_gemma":0.002291094,"domain_scores_codex":[0.999707,0.00002272479,0.00002355984,0.00007745673,0.00009459962,0.00007457854],"domain_scores_gemma":[0.9990621,0.000153717,0.0001287471,0.00005619455,0.0002181449,0.0003810076],"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":[0.0002992768,0.0002394405,0.00556085,0.0004808608,0.0000405518,0.0005706397,0.0001463969,0.0002258052,0.0009833163,0.00606779,0.2814764,0.7039086],"study_design_scores_gemma":[0.00006411462,0.0001323901,0.006102517,0.001043051,0.00004597525,0.004653408,0.0004069575,0.0002955546,0.0006424374,0.00634202,0.9802398,0.00003171583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007860934,0.02298484,0.004135608,0.01656251,0.004195137,0.0001205016,0.003586824,0.00241708,0.9381366],"genre_scores_gemma":[0.02055626,0.007088381,0.002802887,0.003130854,0.001142054,0.00007625246,0.001900815,0.0003768675,0.9629256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1297992,"threshold_uncertainty_score":0.1851428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007161567948597999,"score_gpt":0.2056730237520866,"score_spread":0.1985114558034886,"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."}}