{"id":"W3040901621","doi":"10.1016/j.clbc.2020.07.004","title":"Looking for Metastasis in Early Breast Cancer: Does Bone Scan Help? A Retrospective Review","year":2020,"lang":"en","type":"review","venue":"Clinical Breast Cancer","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eastern Health","keywords":"Medicine; Breast cancer; Radiology; Pelvis; Metastasis; Bone scintigraphy; Retrospective cohort study; Abdomen; Cancer; Nuclear medicine; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001332037,0.000679309,0.005600608,0.0001489727,0.00008704132,0.00004075852,0.0004808732,0.0004815731,0.0009590353],"category_scores_gemma":[0.0005479706,0.0004435582,0.001755472,0.00108033,0.0003716913,0.00008285008,0.0002174947,0.001795745,0.00003763922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008574271,"about_ca_system_score_gemma":0.001707895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002363,"about_ca_topic_score_gemma":0.0001301006,"domain_scores_codex":[0.9947171,0.0002411569,0.002459249,0.001428333,0.0005204335,0.0006336957],"domain_scores_gemma":[0.9964151,0.000518561,0.00103123,0.0009004076,0.0003886189,0.0007460936],"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":[0.00005955602,0.0002047201,0.001385075,0.03433899,0.0003724303,0.00003582802,0.000007057347,8.66702e-9,3.419901e-7,0.0001260316,0.0316025,0.9318675],"study_design_scores_gemma":[0.0006887696,0.00007595704,0.001793958,0.1640708,0.004504972,0.0002184278,0.000003006564,0.00001291159,3.763652e-7,0.0001118082,0.8281012,0.0004179065],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005613869,0.9451093,0.0001953573,0.04361261,0.0003568038,0.004713302,0.005689913,0.0002061169,0.0001109571],"genre_scores_gemma":[0.00005972855,0.9825587,0.001930591,0.00509438,0.00246579,0.00723132,0.000198766,0.0001574861,0.0003032297],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9314495,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08204565611476444,"score_gpt":0.4735750478685154,"score_spread":0.391529391753751,"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."}}