{"id":"W4247467146","doi":"10.1177/159101990901500401","title":"Editorial","year":2009,"lang":"en","type":"editorial","venue":"Interventional Neuroradiology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.000854136,0.0007721059,0.001132466,0.0005878945,0.0001233473,0.0001035522,0.001440542,0.002782584,0.001302743],"category_scores_gemma":[0.005240136,0.0008123413,0.001254982,0.0002715221,0.0003313286,0.0001789972,0.0002435536,0.003346908,0.01260593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003710281,"about_ca_system_score_gemma":0.0005410628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004462881,"about_ca_topic_score_gemma":0.00003853788,"domain_scores_codex":[0.9940577,0.0009140532,0.001182815,0.001326771,0.001697692,0.0008210379],"domain_scores_gemma":[0.9956346,0.001635678,0.0008160897,0.0007874866,0.0009048143,0.0002213619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003687977,0.000356499,0.000007249162,0.000042052,0.0001694615,0.00007135758,0.000005258742,0.00001199747,0.0001447588,0.0006161446,0.9979852,0.0002211595],"study_design_scores_gemma":[0.001214125,0.001546038,0.00007464706,0.0001258251,0.0001189492,0.00004103966,8.969347e-7,0.000006863981,0.000006747885,0.005288913,0.9909916,0.0005843616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004212876,0.0003379412,0.00003426533,0.0001382579,0.9930469,0.0002868603,0.002418109,0.0004902404,0.003205258],"genre_scores_gemma":[0.0001194551,0.00002614552,0.00007546671,0.0000625798,0.9888429,0.0000715866,0.005910506,0.0002447304,0.004646602],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01130319,"threshold_uncertainty_score":0.9996102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262284514374178,"score_gpt":0.3102276454550784,"score_spread":0.2976048003113366,"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."}}