{"id":"W4406510723","doi":"10.1016/j.ysur.2015.03.048","title":"10.1016/j.ysur.2015.03.048","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroidectomy; Total thyroidectomy; General surgery; Thyroid; 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":[0.0006072811,0.0009957568,0.00048107,0.001437497,0.0008612452,0.002151893,0.0008619842,0.002799578,0.8686545],"category_scores_gemma":[0.001410543,0.0003783711,0.0005526319,0.0005920573,0.000756705,0.002023806,0.00112425,0.001368092,0.7997702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006819947,"about_ca_system_score_gemma":0.001114688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183896,"about_ca_topic_score_gemma":0.002136481,"domain_scores_codex":[0.9997608,0.00001773371,0.00002270643,0.000067487,0.00006770153,0.00006348045],"domain_scores_gemma":[0.9992311,0.0001394303,0.0001087516,0.00004140534,0.0001608682,0.0003184687],"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":[0.0003744265,0.0003156383,0.009771132,0.000608388,0.0000490854,0.0009079441,0.0001643612,0.0002944838,0.001204917,0.005049462,0.249402,0.7318583],"study_design_scores_gemma":[0.00008817844,0.0001937351,0.01028019,0.00123593,0.0000611268,0.007609806,0.0005528158,0.000476709,0.0008423813,0.006660452,0.9719567,0.00004198644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01258122,0.01716346,0.004080729,0.01216331,0.004053203,0.000134531,0.003604562,0.002099968,0.9441189],"genre_scores_gemma":[0.03046897,0.006118923,0.002481129,0.002961953,0.001127774,0.00008963711,0.002179136,0.0003693552,0.9542032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1313455,"threshold_uncertainty_score":0.1873484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007943165084019703,"score_gpt":0.2055806630002495,"score_spread":0.1976374979162298,"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."}}