{"id":"W2116181995","doi":"10.1186/bcr1201","title":"Imaging in breast cancer: Single-photon computed tomography and positron-emission tomography","year":2005,"lang":"en","type":"review","venue":"Breast Cancer Research","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Breast cancer; Positron emission tomography; Medicine; Mammography; Surgical oncology; Radiology; Cancer; Computed tomography laser mammography; Molecular imaging; Breast imaging; Nuclear medicine; Preclinical imaging; Oncology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001009246,0.000546244,0.001517579,0.001831915,0.0002296724,0.0001361038,0.000500668,0.0003291545,0.0004092526],"category_scores_gemma":[0.00001687613,0.0004385268,0.0003905368,0.003053201,0.000599397,0.0001210864,0.00038916,0.002053109,0.000008447412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007329466,"about_ca_system_score_gemma":0.0009282687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004431351,"about_ca_topic_score_gemma":0.00006309818,"domain_scores_codex":[0.995601,0.0003096781,0.0007899212,0.001118013,0.001114293,0.001067099],"domain_scores_gemma":[0.9976621,0.0001952431,0.0001993326,0.0007673219,0.0004065945,0.000769444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006337769,0.0003463484,0.003507315,0.005553565,0.00007486402,0.00005504029,0.00002868719,8.996314e-8,0.000168434,0.00003446529,0.01482256,0.9753453],"study_design_scores_gemma":[0.0007692968,0.00003824297,0.004367246,0.05594604,0.0003119282,0.001546487,0.00001689315,0.0002817884,0.00002545733,0.0000489828,0.9361683,0.0004792951],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002277042,0.9833026,0.00003870691,0.01267768,0.00007588457,0.002293301,0.0006391857,0.000224177,0.0005207945],"genre_scores_gemma":[0.001584423,0.9941933,0.0009889012,0.0002685589,0.0007731798,0.001705216,0.0001882749,0.000128173,0.0001699896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.974866,"threshold_uncertainty_score":0.9998066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06758407367278581,"score_gpt":0.4371684392939045,"score_spread":0.3695843656211187,"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."}}