{"id":"W2112681049","doi":"10.2967/jnumed.114.152249","title":"Standardization of Administered Activities in Pediatric Nuclear Medicine: A Report of the First Nuclear Medicine Global Initiative Project, Part 1—Statement of the Issue and a Review of Available Resources","year":2015,"lang":"en","type":"review","venue":"Journal of Nuclear Medicine","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec","funders":"Society of Nuclear Medicine and Molecular Imaging","keywords":"Standardization; Medicine; Medical physics; Medical education; Nuclear 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00462393,0.0004448606,0.004394035,0.0005455624,0.00007189998,0.000005202779,0.0005201359,0.0001917881,0.0006903837],"category_scores_gemma":[0.004513554,0.0002194111,0.0003681396,0.001701527,0.001157758,0.000195516,0.000197694,0.0006736303,0.000001323157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003522888,"about_ca_system_score_gemma":0.001125975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001290613,"about_ca_topic_score_gemma":0.000009519795,"domain_scores_codex":[0.9921492,0.0006137257,0.004548734,0.0003123223,0.002124809,0.0002512185],"domain_scores_gemma":[0.9879896,0.0003230072,0.009757229,0.0007402966,0.001025585,0.0001642871],"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":[0.0007383481,0.0004195688,0.00131626,0.1992635,0.001082611,0.0001851702,0.01393332,0.000002534667,0.00002196548,0.00009687384,0.7410938,0.04184604],"study_design_scores_gemma":[0.002165777,0.001833504,0.0004075758,0.2025932,0.003604152,0.0009170047,0.002651622,0.000008387802,0.000001966834,0.00001360492,0.7856871,0.0001160663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001090277,0.9753008,0.000001789775,0.01327495,0.0005506043,0.001622042,0.00006097404,0.000008333563,0.008090262],"genre_scores_gemma":[0.002459243,0.9953207,0.00007364249,0.001125617,0.0008165988,0.000004173532,0.00001054862,0.00006894732,0.0001204836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0445934,"threshold_uncertainty_score":0.8947324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0853388195036582,"score_gpt":0.3727815567466875,"score_spread":0.2874427372430293,"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."}}