{"id":"W3023415464","doi":"10.1007/s00247-011-2247-4","title":"Developing a clinical pediatric interventional practice: a joint clinical practice guideline from the Society of Interventional Radiology and the Society for Pediatric Radiology","year":2011,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; British Columbia Children's Hospital; SickKids Foundation; University of Toronto; Vancouver General Hospital; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Interventional radiology; Pediatric Radiology; Neuroradiology; Radiology; Clinical Practice; Guideline; Medical physics; Family medicine; Pathology; Neurology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01616515,0.0004686478,0.00162822,0.0001597041,0.0003981417,0.00003154813,0.0006019407,0.0007617755,0.0002190274],"category_scores_gemma":[0.02081363,0.0003031126,0.003542399,0.0006033998,0.00116622,0.0003941847,0.0004179749,0.001517786,0.0000265403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303464,"about_ca_system_score_gemma":0.00126696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429272,"about_ca_topic_score_gemma":0.000004382536,"domain_scores_codex":[0.9908046,0.002527392,0.004406574,0.001085061,0.0004081308,0.0007682912],"domain_scores_gemma":[0.9741333,0.02095433,0.002952491,0.000703477,0.001010419,0.0002459853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003926761,0.001302651,0.4958262,0.0002610711,0.00347017,0.0000232909,0.002119665,0.00001162692,0.000003694927,0.009247909,0.4781033,0.005703761],"study_design_scores_gemma":[0.05117763,0.005428428,0.7397497,0.00005179146,0.02489728,0.006200428,0.004757193,0.01046169,0.00000643991,0.01447391,0.1414603,0.001335145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.522817,0.1126263,0.2433806,0.1067326,0.008337776,0.004760174,0.0003215325,0.000238222,0.0007858561],"genre_scores_gemma":[0.4165076,0.1111107,0.3902246,0.03610082,0.04425047,0.0005871039,0.0007729366,0.0001694594,0.000276357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3366429,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1246556635909287,"score_gpt":0.4246115374076706,"score_spread":0.2999558738167419,"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."}}