{"id":"W2074577324","doi":"10.1117/12.2043770","title":"Amorphous selenium direct detection CMOS digital x-ray imager with 25 micron pixel pitch","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Dalsa Corporation; University of Waterloo","funders":"","keywords":"Pixel; Computer science; CMOS; Dot pitch; Amorphous solid; Optoelectronics; Optics; Materials science; Artificial intelligence; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004018341,0.00040047,0.0005336396,0.0001783955,0.00009130863,0.0002531707,0.0004729282,0.0001574967,0.000006881623],"category_scores_gemma":[0.0003623378,0.0003009329,0.0007288695,0.0005079732,0.0003283362,0.001012564,0.0001004084,0.0003740511,0.000003312858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382264,"about_ca_system_score_gemma":0.00003023092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007404501,"about_ca_topic_score_gemma":1.053414e-7,"domain_scores_codex":[0.9976919,1.422665e-8,0.0005659088,0.0004865875,0.0007677606,0.0004878393],"domain_scores_gemma":[0.9978916,0.0001155414,0.0003219963,0.00007820586,0.001388091,0.0002045841],"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":[0.0005247541,0.0003467073,0.003468564,0.0007576265,0.0008349227,3.259086e-7,0.0001458248,0.00003246321,0.9604943,0.02764039,0.001085101,0.004669035],"study_design_scores_gemma":[0.008263364,0.004369887,0.02414345,0.002304099,0.001436115,0.0007274953,0.001936881,0.03015358,0.8893028,0.001211176,0.03438981,0.001761299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855286,0.00005691799,0.0002758827,0.001241355,0.0001622997,0.0005647735,0.00003977551,0.0001783568,0.01195205],"genre_scores_gemma":[0.9662159,0.00002301534,0.03258492,0.0001376253,0.0004877196,0.00009188501,0.00001333187,0.00008756273,0.0003580069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07119144,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004918141457777776,"score_gpt":0.1979348162643578,"score_spread":0.19301667480658,"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."}}