{"id":"W4405232457","doi":"10.1016/j.jradnu.2024.10.007","title":"A Look Back at JRN","year":2024,"lang":"en","type":"article","venue":"Journal of Radiology Nursing","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Medical Association","funders":"","keywords":"Medicine","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":[0.0003526286,0.00007215773,0.0002861487,0.0001091648,0.00004077458,0.00001077018,0.00007934343,0.0001211686,0.000718038],"category_scores_gemma":[0.0002250297,0.00005251164,0.0001790699,0.0001387305,0.0002383205,0.00005708246,0.000007339595,0.0004450257,0.0003504514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800954,"about_ca_system_score_gemma":0.0001284282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.76991e-7,"about_ca_topic_score_gemma":2.344091e-7,"domain_scores_codex":[0.99914,0.00004212476,0.0004418595,0.0001152978,0.0001094247,0.0001513206],"domain_scores_gemma":[0.998851,0.0006906179,0.0001098366,0.0001343775,0.00007841038,0.0001357654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007237057,0.0005940566,0.03592257,0.0001665314,0.0007376128,0.0005474719,0.001598509,0.0000337807,0.1579947,0.00580286,0.7330226,0.0628556],"study_design_scores_gemma":[0.003462542,0.003567361,0.07080109,0.003911881,0.001542554,0.1951118,0.0004350748,0.001074167,0.004818183,0.03721733,0.6776668,0.0003911796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376411,0.009263461,0.005311826,0.02887182,0.001834001,0.0001331548,0.000003251007,0.00003478448,0.01690659],"genre_scores_gemma":[0.9822263,0.0003991648,0.01206583,0.0008766382,0.001652609,0.000001354449,0.000004092291,0.00002147128,0.002752499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1945643,"threshold_uncertainty_score":0.7862013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017763846962234,"score_gpt":0.3823967664559111,"score_spread":0.3422191279862887,"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."}}