{"id":"W1994309018","doi":"10.1016/j.nucmedbio.2009.05.008","title":"Improved work-up procedure for the production of [18F]flumazenil and first results of its use with a high-resolution research tomograph in human stroke","year":2009,"lang":"en","type":"article","venue":"Nuclear Medicine and Biology","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Flumazenil; Resolution (logic); Stroke (engine); Production (economics); High resolution; Medicine; Internal medicine; Computer science; Artificial intelligence; Engineering; History; Antagonist; Economics; Archaeology","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":[0.0008584507,0.00009280051,0.0002026765,0.0003006119,0.000249346,0.000008292321,0.0001723634,0.00006634245,0.000003759201],"category_scores_gemma":[0.002204722,0.00005170457,0.00001489252,0.0006987537,0.001525345,0.0001071303,0.00005745668,0.0003053905,1.688681e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007272323,"about_ca_system_score_gemma":0.00002721351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008501664,"about_ca_topic_score_gemma":0.00005732403,"domain_scores_codex":[0.9986229,0.0002091893,0.000243869,0.0004570176,0.0001576405,0.0003093984],"domain_scores_gemma":[0.9988212,0.0007153979,0.00009914643,0.0001665441,0.0001451454,0.00005257954],"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":[0.00244555,0.00007836234,0.0007449196,0.00003891249,0.000002261846,0.00000302276,0.0004472965,0.000001869758,0.9936934,0.000609052,0.0008470854,0.001088276],"study_design_scores_gemma":[0.01103383,0.04217128,0.1132767,0.0004818533,0.00006791661,0.0001446556,0.0008577033,0.001251445,0.8170089,0.0003865741,0.01298828,0.0003308299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889351,0.000107261,9.791651e-7,0.01001765,0.00009865037,0.0008002184,0.00001082086,0.00001092948,0.00001839155],"genre_scores_gemma":[0.9983771,0.0009609287,0.00001241813,0.0003489229,0.00006761236,0.00001650471,7.456003e-7,0.000007127635,0.0002085741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1766845,"threshold_uncertainty_score":0.5620198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337101498733256,"score_gpt":0.3842957515994455,"score_spread":0.2505856017261199,"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."}}