{"id":"W4413094256","doi":"10.1556/650.2025.33362","title":"Speciális vonatkozások a bariátriai sebészetben","year":2025,"lang":"hu","type":"review","venue":"Orvosi Hetilap","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003792669,0.000759605,0.00112999,0.001106114,0.0004210086,0.001519118,0.0005157531,0.0009731158,0.04324385],"category_scores_gemma":[0.001317627,0.000198489,0.0005930954,0.0008424857,0.0003500579,0.001009622,0.000885813,0.001842143,0.01130665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206976,"about_ca_system_score_gemma":0.001292348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006829287,"about_ca_topic_score_gemma":0.0007181359,"domain_scores_codex":[0.999702,0.00005165268,0.000061757,0.00005878659,0.00008142841,0.00004436467],"domain_scores_gemma":[0.9996462,0.0001469173,0.00007540407,0.00001640584,0.00005709254,0.00005798045],"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":[0.0003651991,0.0001659079,0.001982407,0.0116518,0.00018513,0.002849472,0.0001712439,0.0001809367,0.001173032,0.002467069,0.05863153,0.9201763],"study_design_scores_gemma":[0.000160232,0.0001538711,0.007875425,0.01286258,0.0003220423,0.02454147,0.0004129256,0.0002081114,0.000918944,0.002635646,0.9498749,0.00003376099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003126552,0.9664388,0.0006125064,0.003141388,0.007794779,0.00003825539,0.0002063545,0.00007965773,0.01856165],"genre_scores_gemma":[0.02104214,0.9563119,0.001207798,0.00152082,0.005437993,0.00005032085,0.0004595666,0.00004552366,0.01392397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04324385,"threshold_uncertainty_score":0.1446651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326007424335321,"score_gpt":0.3291591234489784,"score_spread":0.2958990492056252,"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."}}