{"id":"W2097807835","doi":"10.1148/rg.323115120","title":"Quality Initiatives: Guidelines for Use of Medical Imaging during Pregnancy and Lactation","year":2012,"lang":"en","type":"article","venue":"Radiographics","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":287,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Pregnancy; Magnetic resonance imaging; Fetus; Population; Lactation; Medical imaging; Radiation exposure; Radiology; Obstetrics; Nuclear medicine; Environmental health","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":[0.0004001826,0.00008414453,0.0001964312,0.0002314822,0.00005880747,0.0000150701,0.00003588765,0.00005217598,0.00001068118],"category_scores_gemma":[0.001502165,0.00007484746,0.0000853907,0.0002386003,0.00008893901,0.000589388,0.00001482209,0.00008670321,2.447921e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001001071,"about_ca_system_score_gemma":0.00003727465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002843729,"about_ca_topic_score_gemma":0.000002090466,"domain_scores_codex":[0.9989726,0.00004424987,0.0003751517,0.0001147716,0.0003210244,0.0001722287],"domain_scores_gemma":[0.9991357,0.0002383016,0.0001374359,0.000123443,0.0002155671,0.0001496077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003674114,0.0000685802,0.9720744,0.0003682108,0.00006618373,0.000001698411,0.0009822019,8.80814e-7,0.0008527907,0.001986639,0.0003308148,0.02323088],"study_design_scores_gemma":[0.001812438,0.00002358344,0.9870293,0.0007116037,0.00009056368,0.00005479763,0.00051086,0.005939777,0.001845678,0.0001035617,0.00174873,0.0001290657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758679,0.007897447,0.01225879,0.003276527,0.0001497021,0.0003489332,0.00001746768,0.00004964109,0.000133552],"genre_scores_gemma":[0.9902177,0.003097106,0.006006415,0.0003914227,0.0002161637,0.00001749221,0.0000251896,0.00001463634,0.00001387847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02310182,"threshold_uncertainty_score":0.3052191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262585790365932,"score_gpt":0.4164359189052503,"score_spread":0.290177339868657,"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."}}