{"id":"W2336872402","doi":"10.1149/ma2014-01/40/1484","title":"Single Photon Avalanche Diode Imaging Systems for Biomedical Applications","year":2014,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Photomultiplier; Physics; Avalanche photodiode; Photon; CMOS; Detector; Photonics; Optics; Optoelectronics; Electrical engineering; Engineering","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":[0.0002754813,0.0001420799,0.0001825184,0.00004645806,0.0001843003,0.00007904828,0.0001757385,0.00005102992,0.000003641374],"category_scores_gemma":[0.0001827882,0.0001331857,0.00006074499,0.0001006523,0.0001116416,0.00006311919,0.00005250495,0.0001590657,0.00004323132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003320954,"about_ca_system_score_gemma":0.00001330563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006631167,"about_ca_topic_score_gemma":3.845761e-7,"domain_scores_codex":[0.9989207,0.0000157048,0.0002859803,0.000286564,0.0001347253,0.000356322],"domain_scores_gemma":[0.9989279,0.0004616461,0.0001675531,0.0002894401,0.00006788622,0.00008555893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000531304,0.001605688,0.01547179,0.0003848507,0.0002124773,0.000005295617,0.0003372037,0.04367165,0.6688389,0.051597,0.009299621,0.2085224],"study_design_scores_gemma":[0.001177548,0.0001043438,0.0008271269,0.0003750729,0.00008843922,0.000007082878,0.0007613508,0.06378687,0.2316379,0.0633684,0.6369976,0.0008683392],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3137331,0.0002910961,0.4263481,0.001619788,0.0008590007,0.001560606,0.00007434227,0.001551818,0.2539621],"genre_scores_gemma":[0.9695735,5.960583e-7,0.02963968,0.00001998248,0.0005072401,0.0001038616,0.00004142639,0.00002758297,0.00008614831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6558403,"threshold_uncertainty_score":0.5431157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252662513380165,"score_gpt":0.2523152185649172,"score_spread":0.2397885934311155,"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."}}