{"id":"W2963846945","doi":"10.1007/s10549-019-05363-0","title":"National trends of synchronous bilateral breast cancer incidence in the United States","year":2019,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Breast cancer; Incidence (geometry); Mastectomy; Stage (stratigraphy); Cancer; Epidemiology; Oncology; Mammography; Internal medicine; Gynecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000300655,0.0001304347,0.0002429255,0.001155501,0.0002454062,0.0003561202,0.0001968472,0.0002073939,0.001653496],"category_scores_gemma":[0.001052953,0.0001515047,0.0003254793,0.001955447,0.0001413187,0.0003221446,0.0003967219,0.000281471,0.0001891916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006600529,"about_ca_system_score_gemma":0.0006961988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06421056,"about_ca_topic_score_gemma":0.107798,"domain_scores_codex":[0.9997396,0.00005491028,0.0000449555,0.00005261357,0.00006083686,0.00004712825],"domain_scores_gemma":[0.9988849,0.0001288075,0.0004715633,0.0000628269,0.0003170014,0.0001350447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007240212,0.00001408702,0.996369,0.00002608801,0.00003895872,0.00001926425,0.00003377245,0.00008071103,0.0001283251,0.00003370256,0.0005764124,0.002607336],"study_design_scores_gemma":[0.000002665799,0.00001879648,0.998983,0.000008123046,0.00001894831,0.0001066784,0.0001133751,0.00009504683,0.0000603761,0.00001053904,0.0005810889,0.000001481768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846047,0.001748036,0.0001288465,0.000220151,0.00001639152,0.00000738259,0.01082878,0.00001962948,0.002426154],"genre_scores_gemma":[0.9916255,0.001216282,0.0001392959,0.00008140466,0.0000165843,0.00001223917,0.006273538,0.000003474072,0.0006317326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06421056,"threshold_uncertainty_score":0.1276736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719226620367043,"score_gpt":0.3522937252626555,"score_spread":0.3251014590589851,"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."}}