{"id":"W4405584983","doi":"10.1177/01466453241283931h","title":"Ethical aspects in the use of radiation in medicine: public consultation of the report from ICRP Task Group 109","year":2024,"lang":"en","type":"article","venue":"Annals of the ICRP","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Task group; Medicine; Family medicine; Environmental health; Medical physics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001413331,0.00008478016,0.000245543,0.0001604093,0.00002452726,0.00001595934,0.0001726074,0.00010324,0.00003383222],"category_scores_gemma":[0.004645943,0.00004215536,0.0000962136,0.0008297861,0.0002137484,0.0001685569,0.00003445504,0.0004263452,0.00000173649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002135457,"about_ca_system_score_gemma":0.0001625556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520026,"about_ca_topic_score_gemma":0.0001654692,"domain_scores_codex":[0.9982935,0.0003184621,0.0006206431,0.0001549676,0.0004948624,0.0001175884],"domain_scores_gemma":[0.9980924,0.001041761,0.0002908837,0.000445688,0.0001058195,0.00002346561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005060119,0.0009732725,0.3593388,0.0008971241,0.000749415,0.0002958144,0.06310336,0.0006527248,0.169675,0.03914094,0.2358839,0.1287836],"study_design_scores_gemma":[0.001049805,0.00009490917,0.9298661,0.001118844,0.0001001152,0.00005579462,0.0008200735,0.003641767,0.02485706,0.006076057,0.03223085,0.00008862007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.858568,0.00161712,0.00006292326,0.1381591,0.0002948369,0.0003852562,0.00001550953,0.000009672652,0.0008876217],"genre_scores_gemma":[0.9952903,0.0002043893,0.00002641802,0.004256747,0.000107161,0.000008145308,0.00002612371,0.000009026383,0.00007167787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5705273,"threshold_uncertainty_score":0.5561964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319265650544022,"score_gpt":0.3738438703936082,"score_spread":0.241917305339206,"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."}}