{"id":"W3173531338","doi":"10.1016/j.jmir.2021.05.013","title":"Determining pregnancy status","year":2021,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Safety Canada","funders":"","keywords":"Pregnancy; Obstetrics; Medicine; Biology","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":[0.000762562,0.00005313212,0.000162175,0.0001552247,0.0001231945,0.0001013658,0.00007093231,0.00002590087,0.0001528828],"category_scores_gemma":[0.001867709,0.00003757674,0.00004795205,0.0002769394,0.0001761877,0.0003914499,0.00002015375,0.0001794023,0.000002124526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002088584,"about_ca_system_score_gemma":0.000810225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000270177,"about_ca_topic_score_gemma":3.518022e-7,"domain_scores_codex":[0.9984148,0.00005075041,0.0003281125,0.0001079263,0.0009406167,0.0001577882],"domain_scores_gemma":[0.9991639,0.0001672129,0.0001891505,0.00004931228,0.0001230565,0.0003074039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00000276492,0.00002957012,0.1839579,0.0000163093,0.00001305295,0.0002978626,0.0005298562,0.00000678268,0.0004781261,0.00009005082,0.001786494,0.8127912],"study_design_scores_gemma":[0.006908269,0.0003722107,0.6805447,0.003804071,0.0002447543,0.01884725,0.0149892,0.1274195,0.009159237,0.0009085886,0.1364206,0.0003816124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8599306,0.06217549,0.004633404,0.06806554,0.001385802,0.0000537348,9.245819e-7,0.00002045927,0.00373404],"genre_scores_gemma":[0.9878044,0.00824033,0.001634655,0.001820596,0.0004072625,3.604572e-7,6.955126e-7,0.000003567696,0.00008810471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8124096,"threshold_uncertainty_score":0.2235957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414141201162546,"score_gpt":0.357055263387298,"score_spread":0.3329138513756725,"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."}}