{"id":"W2903964823","doi":"10.1109/trpms.2018.2885439","title":"Performance Characterization of MPPC Modules for TOF-PET Applications","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Radiation and Plasma Medical Sciences","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba; Research Manitoba","keywords":"Full width at half maximum; Detector; Physics; Lyso-; Optics; Energy (signal processing); Scintillator","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003699578,0.00008002572,0.0001409667,0.0001242254,0.00031051,0.00001434732,0.00009888295,0.00006306439,0.0002425503],"category_scores_gemma":[0.0000272295,0.00006304221,0.00003968212,0.0003430441,0.0006316913,0.00009748359,0.000001051585,0.00009521789,0.000009817921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001490619,"about_ca_system_score_gemma":0.00011023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008030508,"about_ca_topic_score_gemma":0.000003961693,"domain_scores_codex":[0.9990128,0.00001565116,0.0002452483,0.00022056,0.0003670426,0.000138719],"domain_scores_gemma":[0.9994032,0.0001298929,0.00007924641,0.0001180898,0.00007534927,0.0001941662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008782566,0.0004492905,0.0007866054,0.0001614488,0.00002925428,4.994989e-7,0.0001719689,0.00001547348,0.02771674,0.003720891,0.000613933,0.9662461],"study_design_scores_gemma":[0.001490643,0.001613447,0.006265128,0.0002404837,0.0001105293,0.00009737746,0.00005505024,0.7212806,0.2074211,0.000341191,0.06083763,0.0002468358],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4995094,0.000004405483,0.4930789,0.006344369,0.00009287028,0.0004760996,0.00003505314,0.00006206365,0.0003967992],"genre_scores_gemma":[0.9901741,0.0003994352,0.008289287,0.0005271135,0.0001284363,0.0002689672,0.00001935124,0.000005684652,0.0001876677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9659992,"threshold_uncertainty_score":0.2655755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269398751166828,"score_gpt":0.3094052593341359,"score_spread":0.2824653842174532,"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."}}