{"id":"W4200606482","doi":"10.1186/s41181-021-00151-y","title":"A suitable time point for quantifying the radiochemical purity of 225Ac-labeled radiopharmaceuticals","year":2021,"lang":"en","type":"article","venue":"EJNMMI Radiopharmacy and Chemistry","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Weill Cornell Medical College","keywords":"Chemistry; Radiochemistry; Radionuclide; Nuclear medicine; Nuclear physics; Physics; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005347195,0.0003391782,0.0006730569,0.00001907538,0.0002730038,0.00004822401,0.0002532218,0.0002081742,0.00115809],"category_scores_gemma":[0.0004565399,0.0002792433,0.0003261908,0.0003669993,0.0004763875,0.00009597218,0.0001067048,0.0006433114,0.00001209721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007454432,"about_ca_system_score_gemma":0.0002520931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002153895,"about_ca_topic_score_gemma":3.839547e-8,"domain_scores_codex":[0.9977825,0.00005012941,0.000646599,0.0006250805,0.0003413642,0.0005542971],"domain_scores_gemma":[0.9978562,0.0006565199,0.0001608564,0.0005785651,0.0002603724,0.0004874889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004604377,0.0004054627,0.0003318193,0.00141234,0.000278281,0.0000440777,0.00009888502,0.000003795174,0.9912142,0.000196078,0.004484266,0.00107035],"study_design_scores_gemma":[0.004261787,0.00002080477,0.00007104135,0.0001051763,0.0006051295,0.001039591,0.0001132064,0.00384888,0.9509312,0.0002194744,0.03850678,0.000276936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772999,0.0111361,0.000267392,0.007093136,0.00006878323,0.0006643661,0.0001393169,0.0001065007,0.003224483],"genre_scores_gemma":[0.9916782,0.000928693,0.001628524,0.0009526688,0.0005672702,0.0001833786,0.0001555465,0.00004844537,0.003857273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04028302,"threshold_uncertainty_score":0.999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04480377154809645,"score_gpt":0.3575778259935258,"score_spread":0.3127740544454294,"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."}}