{"id":"W1923362618","doi":"","title":"Results of preliminary clinical trials of the positron emission mammography system PEM-I: a dedicated breast imaging system producing glucose metabolic images using FDG.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Mammography; Breast cancer; Lumpectomy; Positron emission tomography; Radiology; Nuclear medicine; Breast imaging; Cancer; Mastectomy; Internal medicine","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":[0.008374049,0.0002251651,0.001141577,0.0001888811,0.0001216386,0.00001939304,0.0003325058,0.0001262819,0.00001039512],"category_scores_gemma":[0.001211517,0.000140451,0.0005409211,0.0007814882,0.0003373579,0.00008607119,0.0001119128,0.0003650101,0.000001234093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006845441,"about_ca_system_score_gemma":0.0001218078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004464675,"about_ca_topic_score_gemma":3.021909e-7,"domain_scores_codex":[0.9951457,0.0009215996,0.002385529,0.0005381797,0.0006040293,0.0004049162],"domain_scores_gemma":[0.9968353,0.0003918342,0.001117211,0.001082414,0.0002512811,0.0003219841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005266505,0.001694075,0.03333033,0.004216593,0.000654258,0.00004628313,0.0003235867,0.00002061614,0.07489054,0.0001827398,0.01594153,0.8634329],"study_design_scores_gemma":[0.008774056,0.0001472087,0.694894,0.008199097,0.004858793,0.001951412,0.0005755084,0.009251731,0.2665282,0.00003850175,0.004222529,0.0005589534],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984277,0.003175603,0.00098011,0.004537028,0.0002225059,0.004934151,0.0002509929,0.000391279,0.001231355],"genre_scores_gemma":[0.9954532,0.0001217364,0.003316467,0.00006843295,0.000306775,0.0004812524,0.00003770206,0.00003719504,0.000177255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.862874,"threshold_uncertainty_score":0.5727425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05781459511550022,"score_gpt":0.3466680159174747,"score_spread":0.2888534208019745,"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."}}