{"id":"W4412071884","doi":"10.3390/children12070891","title":"Quality-of-Life Outcomes Following Thyroid Surgery in Pediatric Patients: A Systematic Review of Physical, Emotional, and Social Dimensions","year":2025,"lang":"en","type":"review","venue":"Children","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qatar National Library","keywords":"Quality of life (healthcare); Medicine; Psychology; Thyroid; Systematic review; General surgery; MEDLINE; Psychotherapist; Internal medicine; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001140692,0.0004903309,0.009076541,0.0006694369,0.00006339686,0.000008110676,0.0001444725,0.0002202334,0.000004692864],"category_scores_gemma":[0.004548947,0.0003528531,0.00242333,0.0009102725,0.00005828298,0.00006360615,0.0001252124,0.000374126,0.000009051558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005811621,"about_ca_system_score_gemma":0.0008297766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001292229,"about_ca_topic_score_gemma":9.809268e-7,"domain_scores_codex":[0.9953378,0.0008225734,0.002545612,0.0004340098,0.0005868277,0.0002731688],"domain_scores_gemma":[0.9937198,0.003797715,0.001785712,0.0004640743,0.000127968,0.0001047882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003628877,0.0004212481,0.06481308,0.9313083,0.0005091283,0.000002053466,0.00006646837,1.777483e-8,7.496554e-8,0.00005929789,0.00210574,0.0007109147],"study_design_scores_gemma":[0.0007583928,0.00004824634,0.07380735,0.9170946,0.00738447,0.000002860748,0.00001468555,1.515607e-7,8.927815e-8,0.00001332022,0.0003906055,0.0004852238],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02142485,0.9755935,8.475583e-7,0.00004379115,0.000165763,0.002448216,0.0002133419,0.00002467686,0.000085033],"genre_scores_gemma":[0.003736116,0.9948807,0.00001066744,0.0002391257,0.0001155753,0.00011982,0.0007905151,0.0000391979,0.00006828103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01928722,"threshold_uncertainty_score":0.9998924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816847517725109,"score_gpt":0.3491263068555352,"score_spread":0.3109578316782841,"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."}}