{"id":"W4403847654","doi":"10.1111/ppe.13134","title":"Explained and unexplained inter‐center variability in outcomes: Where should we go next?","year":2024,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Center (category theory)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002226235,0.000252612,0.0009063542,0.0002061663,0.00004010031,0.00002260808,0.00007049244,0.0002296888,0.0001697338],"category_scores_gemma":[0.00140989,0.000191521,0.0002503174,0.0002037702,0.0001734845,0.0001587599,0.0001664732,0.0004060523,0.00003637804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007095355,"about_ca_system_score_gemma":0.00006691837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002009433,"about_ca_topic_score_gemma":0.0000624254,"domain_scores_codex":[0.9979885,0.0004017955,0.0005360038,0.0006188301,0.0000686768,0.0003862611],"domain_scores_gemma":[0.9975362,0.001962017,0.00004111192,0.000272656,0.00001723012,0.0001708004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001745847,0.00007339269,0.7635556,0.001228607,0.0002725308,0.000238286,0.0007520082,0.00000687116,0.00001834036,0.003651915,0.002382631,0.2276452],"study_design_scores_gemma":[0.005685891,0.0005048958,0.4106929,0.0003303967,0.0003386197,0.001022845,0.001356776,0.0115509,0.000004395363,0.005632157,0.5621393,0.000740859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719192,0.08364925,0.004394333,0.03476323,0.001163884,0.0007406803,0.00006446614,0.000195846,0.003109179],"genre_scores_gemma":[0.986305,0.01131519,0.000551831,0.001047698,0.0001862718,0.00005271053,0.00003012857,0.00002503516,0.0004861435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5597567,"threshold_uncertainty_score":0.7809998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400145573261309,"score_gpt":0.3166470403770092,"score_spread":0.2766324830508783,"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."}}