{"id":"W4403541183","doi":"10.1016/j.jacr.2024.10.005","title":"Communicating Imaging Risks to Patients: Time to Gather Consensus and Standardize Best Practices","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"MEDLINE; Medical physics; Computer science; Medicine; Political science","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"],"consensus_categories":[],"category_scores_codex":[0.2082832,0.002747584,0.005473208,0.01217598,0.0163774,0.02818297,0.01017997,0.01956944,0.01264447],"category_scores_gemma":[0.3637134,0.002802277,0.00326204,0.003396385,0.006871561,0.02591057,0.0274127,0.04193655,0.008791711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01289016,"about_ca_system_score_gemma":0.07794887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008184492,"about_ca_topic_score_gemma":0.01298006,"domain_scores_codex":[0.8151261,0.101954,0.03068473,0.00691984,0.03422415,0.01109122],"domain_scores_gemma":[0.5283265,0.2157598,0.02845018,0.02495117,0.1479349,0.05457748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003077974,0.002140883,0.01395009,0.003435844,0.0005316359,0.003338922,0.03733313,0.002268958,0.003686258,0.01420608,0.3214903,0.5973102],"study_design_scores_gemma":[0.0006705288,0.0011395,0.02328528,0.03181205,0.0005764816,0.004187173,0.1928739,0.007244833,0.004394691,0.1994955,0.5326048,0.001715204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01998476,0.02002217,0.1060919,0.8137087,0.01238925,0.003546172,0.0003349004,0.001850114,0.02207198],"genre_scores_gemma":[0.2706015,0.03039452,0.5350572,0.1344289,0.01261703,0.008107502,0.001336665,0.001499328,0.005957438],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2082832,"threshold_uncertainty_score":0.9763278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478048885657113,"score_gpt":0.3734593081470742,"score_spread":0.338678819290503,"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."}}