{"id":"W2794300973","doi":"","title":"Characterization of Silicon Photomultiplier Readout Designs for Use in Positron Emission Tomography Systems","year":2011,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba; Manitoba Health Research Council","keywords":"Silicon photomultiplier; Positron emission tomography; Characterization (materials science); Photomultiplier; Positron; Materials science; Positron emission; Optoelectronics; Physics; Computer science; Nanotechnology; Optics; Nuclear physics; Nuclear medicine; Scintillator; Electron; Medicine; Detector","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006736637,0.00007029551,0.0001483413,0.0002279323,0.00005350936,0.000007517292,0.0001063876,0.00006045648,0.000008314612],"category_scores_gemma":[0.000003645573,0.00008301131,0.00007278397,0.0001855392,0.00004353932,0.0002111475,0.00002210789,0.00004894201,0.000001594069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001982,"about_ca_system_score_gemma":0.00001053446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001554575,"about_ca_topic_score_gemma":0.0009557771,"domain_scores_codex":[0.9995919,0.00002559367,0.00009082478,0.0001296639,0.00006779134,0.00009421699],"domain_scores_gemma":[0.9995581,0.00002195061,0.0001792557,0.0001435181,0.00007207085,0.00002514019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117041,0.0000841429,0.8135548,0.00002916099,0.00003048114,3.933665e-7,0.0003554028,0.00004091812,0.1841516,0.000574478,0.00006552197,0.0009959668],"study_design_scores_gemma":[0.0008528065,0.0001268485,0.8757001,0.00006191833,0.00002800838,2.334718e-7,0.008013137,0.00784558,0.1065191,0.00005865091,0.0006459816,0.0001476308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919119,0.000004052928,0.007415588,0.00001759079,0.00007058184,0.0003029275,0.00003367741,0.0000339876,0.0002096883],"genre_scores_gemma":[0.9993401,0.000003303917,0.0005309678,0.000001412792,0.000008634265,0.000001082255,0.000008193278,0.000005573203,0.0001007128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07763256,"threshold_uncertainty_score":0.3385103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385629336351829,"score_gpt":0.1996290403656663,"score_spread":0.165772747002148,"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."}}