{"id":"W6921089983","doi":"10.6084/m9.figshare.13634500","title":"Additional file 1 of 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":"Open MIND","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"High-performance liquid chromatography; Quality (philosophy); Sample (material); Product (mathematics); Detector; Column (typography); Control (management)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002965339,0.001631714,0.001339411,0.002148689,0.0007742827,0.0013118,0.002121381,0.001112928,0.8031901],"category_scores_gemma":[0.01120864,0.0007599613,0.0007445755,0.00271893,0.0002647563,0.00143115,0.001031829,0.0008442416,0.2987525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009792662,"about_ca_system_score_gemma":0.001602979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188901,"about_ca_topic_score_gemma":0.003308643,"domain_scores_codex":[0.9989171,0.0001514688,0.0001609242,0.0002835891,0.0003706008,0.000116373],"domain_scores_gemma":[0.9909898,0.005289049,0.000592544,0.001020253,0.001821577,0.0002867688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001372347,0.0003552647,0.001714863,0.003865594,0.00007100573,0.0001858284,0.0000745757,0.0007423687,0.006336164,0.0005753658,0.9398214,0.04488526],"study_design_scores_gemma":[0.001820451,0.0005348806,0.007755575,0.0006500894,0.0001423487,0.0004954363,0.0001051822,0.002250587,0.02020715,0.002126615,0.9637696,0.0001421594],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0008812914,0.0000701791,0.004028871,0.0001329088,0.00006822227,0.0002349848,0.9868087,0.005340182,0.002434817],"genre_scores_gemma":[0.00754585,0.000203334,0.01572177,0.0002900072,0.00008353609,0.00197726,0.9580842,0.005116767,0.01097719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8031901,"threshold_uncertainty_score":0.2807254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05703369804720572,"score_gpt":0.3823340620459844,"score_spread":0.3253003639987787,"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."}}