{"id":"W4394859513","doi":"10.1016/j.heliyon.2024.e29301","title":"Analysis of trends and status of evaluation methods in thyroid scar","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dongguk University","keywords":"Medicine; Thyroid; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02613222,0.0003615048,0.001198119,0.01076577,0.0003342365,0.002039671,0.000973095,0.0006369696,0.001884392],"category_scores_gemma":[0.0907261,0.0003398717,0.002938685,0.01834998,0.0007573102,0.002859594,0.0007380501,0.0007730497,0.0002402016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180952,"about_ca_system_score_gemma":0.001960234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003752819,"about_ca_topic_score_gemma":0.005182414,"domain_scores_codex":[0.9822283,0.005756866,0.006161945,0.001808591,0.003638994,0.0004053413],"domain_scores_gemma":[0.784609,0.1371951,0.04967429,0.004092466,0.02353183,0.0008972769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00196088,0.000095375,0.7410055,0.03497475,0.005492872,0.0001783686,0.001693851,0.0001559911,0.0005440384,0.0006952338,0.002024353,0.2111787],"study_design_scores_gemma":[0.0001368945,0.0009093521,0.9407471,0.0239518,0.007891322,0.001850625,0.004003957,0.0006954501,0.0009334807,0.0006168227,0.01817474,0.00008846234],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2854174,0.7012845,0.002239675,0.001956046,0.0002845931,0.0002158878,0.004226884,0.00004262235,0.004332377],"genre_scores_gemma":[0.8284763,0.1637323,0.00339472,0.0005976373,0.0003088972,0.0003656237,0.002586869,0.00005381981,0.0004837284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02613222,"threshold_uncertainty_score":0.1382021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249828606312677,"score_gpt":0.4098704280742604,"score_spread":0.3673721420111337,"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."}}