{"id":"W4399360696","doi":"10.1016/j.jval.2024.05.015","title":"A Targeted Review of Worldwide Indirect Treatment Comparison Guidelines and Best 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":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada); Ottawa Hospital","funders":"Janssen Japan; Janssen Pharmaceuticals","keywords":"Transparency (behavior); Credibility; Circumstantial evidence; Psychological intervention; Health care; Risk analysis (engineering); Key (lock); Health professionals; Computer science; Medicine; Management science; Data science; Economics; Political science; Computer security; Nursing; Economic growth","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2105748,0.002200299,0.006500308,0.03170366,0.002309458,0.008290779,0.007885035,0.007379187,0.005125314],"category_scores_gemma":[0.4843077,0.002776124,0.008990142,0.03049569,0.004104823,0.007206884,0.005801132,0.006259195,0.001437707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01472001,"about_ca_system_score_gemma":0.05198962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145157,"about_ca_topic_score_gemma":0.0197939,"domain_scores_codex":[0.7495381,0.130989,0.07767608,0.007547736,0.03248336,0.001765701],"domain_scores_gemma":[0.4945923,0.3876172,0.04388713,0.01328504,0.05884238,0.001775935],"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":[0.0002800522,0.00006054192,0.0008797887,0.4754629,0.002502763,0.0001365849,0.00226985,0.0006999092,0.0004275678,0.01271596,0.04036654,0.4641975],"study_design_scores_gemma":[0.0001637253,0.00008900689,0.001328554,0.8665129,0.005492969,0.0001952368,0.000607134,0.0002362859,0.0004827702,0.004071474,0.1207532,0.00006685803],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000762143,0.9709465,0.008338844,0.01132596,0.002094533,0.001786608,0.001291331,0.0001230242,0.003330965],"genre_scores_gemma":[0.01496885,0.9109704,0.052908,0.01130342,0.0006829645,0.006762404,0.001493535,0.0001897351,0.000720736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7894253,"threshold_uncertainty_score":0.9735019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8375545604246099,"score_gpt":0.5958803910116529,"score_spread":0.2416741694129569,"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."}}