{"id":"W4410077388","doi":"10.57264/cer-2025-0009","title":"Network connectivity, between-study heterogeneity and timepoint challenges in generalized myasthenia gravis: a feasibility assessment of indirect treatment comparisons","year":2025,"lang":"en","type":"review","venue":"Journal of Comparative Effectiveness Research","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; EVERSANA (Canada)","funders":"","keywords":"Medicine; Dosing; Placebo; Clinical trial; Randomized controlled trial; Population; Clinical study design; Intensive care medicine; Internal medicine; Alternative 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":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5925706,0.002946222,0.009061594,0.008184275,0.001995654,0.009112681,0.00531153,0.005712374,0.007571127],"category_scores_gemma":[0.7450232,0.001829229,0.0217223,0.008141057,0.006188305,0.008953816,0.007593994,0.004739569,0.0006115708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005972347,"about_ca_system_score_gemma":0.01172173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780964,"about_ca_topic_score_gemma":0.002766514,"domain_scores_codex":[0.2223747,0.6458741,0.08336461,0.01616488,0.03050254,0.001719179],"domain_scores_gemma":[0.09695354,0.8244048,0.04395025,0.02255714,0.01140105,0.0007331592],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01414379,0.0004292955,0.03655449,0.3652759,0.2281511,0.0008748125,0.005353403,0.008066402,0.00118923,0.04251867,0.006581239,0.2908617],"study_design_scores_gemma":[0.01672288,0.0139956,0.053107,0.1874521,0.4028876,0.00194646,0.003990111,0.02902355,0.006256235,0.200989,0.08247455,0.001154977],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.05673064,0.3746425,0.4487393,0.02347989,0.008122466,0.06703784,0.005691285,0.0008686098,0.01468753],"genre_scores_gemma":[0.5801914,0.01710884,0.2699491,0.007451968,0.001590703,0.1207258,0.001639357,0.0002567369,0.001085988],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9909384,"threshold_uncertainty_score":0.5024331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4909679942460173,"score_gpt":0.5658844709347464,"score_spread":0.07491647668872903,"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."}}