{"id":"W124486131","doi":"","title":"Comparison of drain versus no drain thyroidectomy: randomized prospective clinical trial.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gynecology; Subtotal thyroidectomy; Thyroidectomy; Total thyroidectomy; Thyroid; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003600739,0.00029482,0.002558128,0.0001907322,0.000106772,0.0000126039,0.0001636616,0.0002575886,0.00006180956],"category_scores_gemma":[0.009608955,0.0002318531,0.0009441,0.0003808465,0.0007169504,0.0001198155,0.00005935119,0.000532833,0.0001287283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009128205,"about_ca_system_score_gemma":0.0002792916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000305522,"about_ca_topic_score_gemma":0.000005863723,"domain_scores_codex":[0.9959295,0.0007449994,0.001652563,0.0005169305,0.0005676598,0.0005883682],"domain_scores_gemma":[0.9945163,0.003677335,0.0005254911,0.0005733617,0.0002944404,0.0004131449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9465887,0.001338703,0.01915175,0.00002145944,0.0005395834,0.00005799252,0.0005917141,0.000001740863,0.0001106271,0.0003756724,0.02849309,0.002728991],"study_design_scores_gemma":[0.8989162,0.0007351871,0.0901291,0.00001471487,0.0002941471,0.00001874348,0.00009784779,0.000100174,0.001163296,0.00007610605,0.008181201,0.0002733041],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250538,0.001981459,0.0000798073,0.0004194824,0.00277365,0.005832165,0.00001349336,0.0001577731,0.06368833],"genre_scores_gemma":[0.9918956,0.0002816324,0.000298201,0.0001882163,0.00124786,0.001909849,0.00002865426,0.00004199077,0.004107953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07097735,"threshold_uncertainty_score":0.9987335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442644308201848,"score_gpt":0.3855963330523636,"score_spread":0.2413319022321787,"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."}}