{"id":"W3121769353","doi":"10.1186/s41181-021-00120-5","title":"Automated synthesis of [18F]Ga-rhPSMA-7/ -7.3: results, quality control and experience from more than 200 routine productions","year":2021,"lang":"en","type":"article","venue":"EJNMMI Radiopharmacy and Chemistry","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Technische Universität München; Deutsche Forschungsgemeinschaft","keywords":"Anhydrous; Fluoride; Oxalic acid; Acetonitrile; Ligand (biochemistry); Elution; Yield (engineering); Chemistry; Cartridge; Nuclear chemistry; Chromatography; Inorganic chemistry; Materials science; Organic chemistry; Biochemistry","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":[0.002289359,0.001264598,0.0007535976,0.0008229104,0.0005868389,0.0008750432,0.0007766759,0.0006662066,0.002274214],"category_scores_gemma":[0.002229883,0.0003222807,0.0007836919,0.0005540813,0.0006660596,0.0004084424,0.0007159673,0.0005766447,0.00162846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008845098,"about_ca_system_score_gemma":0.0007910094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001415316,"about_ca_topic_score_gemma":0.001381325,"domain_scores_codex":[0.9982978,0.000340385,0.0001078638,0.0003713033,0.0007470663,0.0001356483],"domain_scores_gemma":[0.9985324,0.000335189,0.0002368281,0.0003494039,0.0004560607,0.00009004965],"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":[0.0001612557,0.00008932559,0.0003626163,0.0001455844,0.00003772597,0.00007627537,0.0001150415,0.001125694,0.9783713,0.0001253889,0.000234862,0.01915497],"study_design_scores_gemma":[0.00002900242,0.000591206,0.001775981,0.00001538715,0.00007429698,0.0002059621,0.00004114958,0.001739273,0.9892893,0.00009946113,0.006109682,0.00002933181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8212571,0.003291141,0.161837,0.0002611179,0.0001084219,0.001438526,0.002356091,0.002714769,0.006735886],"genre_scores_gemma":[0.7937647,0.001917857,0.1917202,0.0001018746,0.00007879735,0.0005998364,0.004287966,0.001326845,0.00620183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002289359,"threshold_uncertainty_score":0.01210743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243897815943123,"score_gpt":0.3500518659611247,"score_spread":0.3256620843668124,"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."}}