{"id":"W4405749963","doi":"10.1016/j.jval.2024.10.3166","title":"SA85 Treatment Switching in Evidence Synthesis in Oncology: A Comprehensive Review of Current Meta-Analytical Practices","year":2024,"lang":"en","type":"review","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Current (fluid); Meta-analysis; Medical physics; Medicine; Oncology; Intensive care medicine; Internal medicine; Engineering; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06616335,0.002320049,0.01676459,0.01089915,0.0007435948,0.006958924,0.003483451,0.003732642,0.007465009],"category_scores_gemma":[0.1763942,0.002039374,0.01998395,0.01180597,0.001648369,0.003861052,0.004146373,0.00404678,0.0007140923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005042942,"about_ca_system_score_gemma":0.01349724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005878644,"about_ca_topic_score_gemma":0.01557431,"domain_scores_codex":[0.9427395,0.03270705,0.0160952,0.002871818,0.005024008,0.0005624768],"domain_scores_gemma":[0.8377685,0.1371063,0.01573204,0.00298697,0.005653758,0.0007524521],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009117352,0.00003849735,0.0006986308,0.7437947,0.08525007,0.00005515185,0.0001750107,0.0004877564,0.0002249293,0.00104428,0.003298802,0.1640204],"study_design_scores_gemma":[0.0012268,0.000343827,0.002799466,0.6452696,0.3020298,0.0002636261,0.0001681269,0.0005507119,0.0003511488,0.00469712,0.0421907,0.0001090473],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001289238,0.9987,0.0004636459,0.0002901448,0.00009928481,0.00009885512,0.0001023033,0.00001030604,0.000106456],"genre_scores_gemma":[0.007256173,0.9870763,0.003513339,0.001148636,0.0002696775,0.0004002706,0.0001894636,0.00002964153,0.0001163588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9338366,"threshold_uncertainty_score":0.3499094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9253042468417044,"score_gpt":0.645814128525625,"score_spread":0.2794901183160794,"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."}}