{"id":"W1973128364","doi":"10.1016/j.nucmedbio.2011.10.018","title":"Evaluation of an automated double-synthesis module: efficiency and reliability of subsequent radiosyntheses of FHBG and FLT","year":2011,"lang":"en","type":"article","venue":"Nuclear Medicine and Biology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Bayerische Forschungsstiftung","keywords":"Yield (engineering); Chemistry; Hydroxymethyl; Chromatography; Organic chemistry; Materials 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":[0.001492147,0.00008174909,0.0003782392,0.00009003746,0.00002260236,6.287648e-7,0.00005288866,0.0000990963,0.0001738883],"category_scores_gemma":[0.0006883762,0.00005258907,0.00001728134,0.0001008481,0.00110625,0.00002452981,0.00003351624,0.00006846353,1.607731e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008717038,"about_ca_system_score_gemma":0.00003428925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006169299,"about_ca_topic_score_gemma":0.000002670355,"domain_scores_codex":[0.9991118,0.0001109942,0.0003334117,0.0001999029,0.0001520068,0.00009185643],"domain_scores_gemma":[0.999154,0.0001145219,0.0001474999,0.0002322536,0.0002546939,0.00009697109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008147713,0.00105259,0.03565237,0.001000948,0.0001262971,0.000002483502,0.004023106,7.420339e-7,0.8142241,0.008179289,0.0007007849,0.1342225],"study_design_scores_gemma":[0.0101878,0.01058994,0.4705142,0.001736002,0.003934555,0.0003331247,0.002528993,0.2284711,0.2573057,0.01144191,0.002425828,0.0005308493],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972433,0.0003515817,0.00007300477,0.001051782,0.00001377715,0.0003161927,0.000006934925,0.00004882274,0.0008946177],"genre_scores_gemma":[0.9953462,0.0004351001,0.00410732,0.00006933341,0.00001821246,0.00001001329,0.000005115574,0.00000688819,0.000001842273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5569184,"threshold_uncertainty_score":0.4076023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255266403735107,"score_gpt":0.3781777588960025,"score_spread":0.2526511185224917,"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."}}