{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003993084,0.0004753361,0.0004329523,0.0005293626,0.0003383486,0.0008438616,0.0009415537,0.00122928,0.02252524],"category_scores_gemma":[0.0005493378,0.0002169381,0.0002219289,0.0007203982,0.0002584727,0.00100861,0.0006994522,0.001347498,0.01062907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000518579,"about_ca_system_score_gemma":0.0003738874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001684968,"about_ca_topic_score_gemma":0.0002471801,"domain_scores_codex":[0.9996399,0.00003325188,0.00001159176,0.00007336327,0.0002188283,0.00002314829],"domain_scores_gemma":[0.9997386,0.00005923694,0.00003569651,0.00002129073,0.0001140984,0.00003102396],"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":[0.0001893975,0.0001327151,0.0005224646,0.001411992,0.00004618007,0.0003142025,0.0001373517,0.001431942,0.5770072,0.03669553,0.05923044,0.3228806],"study_design_scores_gemma":[0.00006143846,0.000457114,0.001157265,0.0003344281,0.00005262076,0.001769439,0.00007643128,0.01526115,0.1850434,0.01639633,0.779303,0.00008738005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02643115,0.1688886,0.5905247,0.007666534,0.005349562,0.0007506575,0.002254572,0.00776267,0.1903716],"genre_scores_gemma":[0.3295234,0.07170103,0.4825428,0.006140948,0.002161692,0.0008959781,0.001728331,0.0004793136,0.1048265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02252524,"threshold_uncertainty_score":0.07535446,"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."}}