{"id":"W4391566493","doi":"10.1186/s41181-024-00239-1","title":"Implementing Ac-225 labelled radiopharmaceuticals: practical considerations and (pre-)clinical perspectives","year":2024,"lang":"en","type":"article","venue":"EJNMMI Radiopharmacy and Chemistry","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; TRIUMF","funders":"Erasmus Medisch Centrum; TRIUMF","keywords":"Nuclide; Limiting; Quality assurance; Medical physics; Radionuclide; Computer science; Labelling; Biochemical engineering; Radiochemistry; Chemistry; Process engineering; Medicine; Physics; Nuclear physics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003604456,0.000682181,0.000650552,0.0007925104,0.0002607151,0.002497677,0.001095165,0.001723371,0.005184059],"category_scores_gemma":[0.00220049,0.0003471854,0.0005371855,0.0004982055,0.0009842376,0.001323717,0.0008457558,0.001784068,0.003556179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009857838,"about_ca_system_score_gemma":0.001490088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008506629,"about_ca_topic_score_gemma":0.001317875,"domain_scores_codex":[0.9988536,0.0004088676,0.00006793177,0.0001858031,0.0003679986,0.0001156944],"domain_scores_gemma":[0.9988858,0.0004642834,0.0001477274,0.00008907331,0.0003228805,0.00009017237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008227813,0.0002624304,0.002341062,0.0127069,0.0001377875,0.001396778,0.0004868077,0.003212569,0.1837346,0.02648021,0.02235823,0.7460599],"study_design_scores_gemma":[0.0000724885,0.001612023,0.002057633,0.001516968,0.0001720756,0.006250467,0.0003044274,0.001893496,0.1396135,0.01094605,0.8354794,0.00008134927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02664778,0.7510967,0.1656159,0.01365244,0.001740142,0.0005129941,0.0005676534,0.0009586514,0.03920779],"genre_scores_gemma":[0.1902803,0.6299118,0.1511003,0.006218239,0.001921541,0.0006719007,0.001439354,0.0004162408,0.01804025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005184059,"threshold_uncertainty_score":0.0190624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06478022151719039,"score_gpt":0.4668016202000408,"score_spread":0.4020213986828504,"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."}}