{"id":"W4388564415","doi":"10.1186/s41181-023-00224-0","title":"Proceedings of international symposium of trends in radiopharmaceuticals 2023 (ISTR-2023)","year":2023,"lang":"en","type":"review","venue":"EJNMMI Radiopharmacy and Chemistry","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"International Atomic Energy Agency","keywords":"Atomic energy; Political science; Agency (philosophy); Library science; Medical education; Engineering; Medicine; Sociology; Computer science; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003561023,0.0009761866,0.0006816084,0.001360728,0.001012916,0.004690065,0.001386022,0.002531534,0.1083434],"category_scores_gemma":[0.003075184,0.0002919429,0.0009109171,0.001011205,0.0005789119,0.002371481,0.002408684,0.003097863,0.05016534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002026796,"about_ca_system_score_gemma":0.003915744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584754,"about_ca_topic_score_gemma":0.002878923,"domain_scores_codex":[0.9981807,0.0002996969,0.00009977817,0.0002160267,0.0009426257,0.0002610049],"domain_scores_gemma":[0.9973177,0.0002533085,0.0001443812,0.0001117634,0.001284138,0.0008886926],"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":[0.0001813201,0.00007020823,0.00022936,0.0004897811,0.00001735371,0.0001669784,0.0001183622,0.0001212109,0.002569269,0.003398641,0.9131296,0.07950807],"study_design_scores_gemma":[0.000005552447,0.00003360262,0.0003686871,0.00009298958,0.000006476127,0.0001233512,0.00004979505,0.00003967937,0.0004525668,0.0006708099,0.9981515,0.000005057268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006778715,0.1362102,0.01119146,0.06523952,0.3829316,0.0006723759,0.004329532,0.001565653,0.391081],"genre_scores_gemma":[0.0281839,0.09056164,0.00921463,0.01461505,0.07973222,0.0004500498,0.007016903,0.001199978,0.7690256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1083434,"threshold_uncertainty_score":0.3624446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07302977465098337,"score_gpt":0.4171908486220556,"score_spread":0.3441610739710722,"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."}}