{"id":"W4212799530","doi":"10.1016/s1876-2859(11)00109-4","title":"Overview","year":2011,"lang":"en","type":"article","venue":"Academic Pediatrics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Academic Pediatric Association; Ottawa Hospital Research Institute","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005642351,0.0001652638,0.0001658423,0.000190734,0.00005443052,0.000004644507,0.0005366337,0.0003066119,0.0006992583],"category_scores_gemma":[0.0003394121,0.0001613436,0.00007478756,0.0008869063,0.00004753151,0.0002759069,0.0001555614,0.0007768309,0.02338604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007389264,"about_ca_system_score_gemma":0.00008034609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004062565,"about_ca_topic_score_gemma":0.000001211274,"domain_scores_codex":[0.9985346,0.00005910255,0.0003224125,0.0002787611,0.0003571959,0.0004479005],"domain_scores_gemma":[0.999187,0.00007431719,0.0001622257,0.0003282779,0.00005713269,0.0001910739],"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":[0.00004674876,0.00009059138,0.5531775,0.0001182479,0.00002209865,0.0000428186,0.002467922,0.000001115489,0.001230708,0.02687932,0.4102578,0.005665117],"study_design_scores_gemma":[0.001866709,0.0001516689,0.3418255,0.00003321101,0.000653882,0.0001311019,0.000247038,0.0001204129,0.003321901,0.05103109,0.5988287,0.001788746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8369188,0.04316136,0.0002701951,0.000112948,0.001043434,0.0004173085,0.000109304,0.000970357,0.1169963],"genre_scores_gemma":[0.9815451,0.01308497,0.001605855,0.001060941,0.001484971,0.00002471402,0.000014505,0.0001351268,0.001043839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2113521,"threshold_uncertainty_score":0.9773744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.141683246591699,"score_gpt":0.315615768642162,"score_spread":0.173932522050463,"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."}}