{"id":"W2028543394","doi":"10.1016/j.cpet.2005.09.004","title":"Instrumentation for Positron Emission Mammography","year":2006,"lang":"en","type":"article","venue":"PET Clinics","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Health Canada; National Institutes of Health","keywords":"Positron emission tomography; Medicine; Mammography; Medical physics; Pet imaging; Breast cancer; Nuclear medicine; PET-CT; Radiology; Cancer","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":[0.0001380981,0.00005463569,0.0001007247,0.00004095586,0.00005138522,0.000008938852,0.00004080051,0.00003418537,0.00002944428],"category_scores_gemma":[0.00004443255,0.00004630575,0.00008308791,0.00009169309,0.00003255865,0.00002314982,0.00001107532,0.00007878624,0.000006154278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001416566,"about_ca_system_score_gemma":0.00002428362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002176657,"about_ca_topic_score_gemma":9.506777e-7,"domain_scores_codex":[0.9994425,0.000005875895,0.0002142632,0.0001310864,0.0001033346,0.000102993],"domain_scores_gemma":[0.9996153,0.00005870058,0.00006021217,0.0001523896,0.00005110578,0.00006232136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003176316,0.001443667,0.1502615,0.0003492738,0.00005110914,0.00001398986,0.00005430138,0.000002302688,0.05441254,0.02818136,0.6435613,0.1213511],"study_design_scores_gemma":[0.003460165,0.0006136333,0.0381669,0.0002068638,0.0002911417,0.00006937503,0.00004815595,0.01289832,0.02185362,0.04221124,0.8799005,0.0002800605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150353,0.0000628874,0.06111234,0.01844013,0.0001279187,0.0009147618,0.0000266669,0.0003210926,0.003958883],"genre_scores_gemma":[0.8287399,0.00006010331,0.1675026,0.001464691,0.0002816546,0.0001244633,0.0003941582,0.00001645059,0.001416031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2363392,"threshold_uncertainty_score":0.1888294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106792948361678,"score_gpt":0.3714110848624457,"score_spread":0.3503431553788289,"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."}}