{"id":"W4388040549","doi":"10.3390/curroncol30110701","title":"Transitioning from Traditional Academic Decision Making to Patient-Centric Healthcare Choices: The Example of Thyroid Thermal Ablation Techniques for Papillary Thyroid Microcarcinomas","year":2023,"lang":"en","type":"editorial","venue":"Current Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroid; Ablation; Thermal ablation; Percutaneous; Ablation Therapy; General surgery; Medical physics; Radiology; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.007847995,0.00241163,0.002692438,0.002199716,0.00249752,0.007141623,0.003436371,0.01448743,0.008153602],"category_scores_gemma":[0.03175266,0.0009243632,0.002551217,0.001301867,0.00277739,0.005033794,0.001635738,0.02809257,0.005819472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003579506,"about_ca_system_score_gemma":0.004737826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003300464,"about_ca_topic_score_gemma":0.01107609,"domain_scores_codex":[0.9959887,0.001354748,0.0004251119,0.000311936,0.001666808,0.0002527351],"domain_scores_gemma":[0.9653567,0.02438043,0.00089413,0.0003847014,0.006497603,0.002486396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002956947,0.000009825721,0.00001824744,0.0003537314,0.00002284128,0.00008536706,0.0000320663,0.00003921834,0.00002612898,0.0008762582,0.9891909,0.009315835],"study_design_scores_gemma":[0.00008894809,0.00004264851,0.000223964,0.001344188,0.00008645112,0.0002887858,0.00009486408,0.0002105059,0.00006281523,0.002500643,0.9950228,0.00003341957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004003404,0.01976434,0.0002307787,0.08978762,0.8881595,0.00001772011,0.00003871653,0.00005000668,0.00191132],"genre_scores_gemma":[0.0004550199,0.01910027,0.0001335494,0.03619495,0.9398625,0.0000197043,0.0000212002,0.00002923009,0.00418372],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01448743,"threshold_uncertainty_score":0.04150468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021421997486204,"score_gpt":0.3920405063397169,"score_spread":0.2898983065910966,"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."}}