{"id":"W4280590707","doi":"10.3390/curroncol29050291","title":"The Impact of Dense Breasts on the Stage of Breast Cancer at Diagnosis: A Review and Options for Supplemental Screening","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Mammography; Stage (stratigraphy); Breast cancer screening; Cancer; Randomized controlled trial; Gynecology; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009848211,0.0007464614,0.001914073,0.002680102,0.0002135955,0.0009508147,0.000880462,0.0009380584,0.004304108],"category_scores_gemma":[0.003165131,0.000284791,0.001903624,0.002624433,0.0003467527,0.0009037361,0.0004880336,0.00106681,0.0005284406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007325037,"about_ca_system_score_gemma":0.001908939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00255073,"about_ca_topic_score_gemma":0.006185033,"domain_scores_codex":[0.9995899,0.0001162107,0.0001004582,0.0000525338,0.0001139406,0.00002703311],"domain_scores_gemma":[0.9985152,0.001138373,0.0001549532,0.00001669101,0.000146594,0.00002813268],"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":[0.000150221,0.00005374271,0.0003465837,0.2449405,0.0007882336,0.0001347557,0.00009285811,0.0002871984,0.0003546471,0.001946607,0.01901458,0.73189],"study_design_scores_gemma":[0.0001156189,0.0002844546,0.005070507,0.2709325,0.005921345,0.001795751,0.0002100017,0.0002262442,0.0003444578,0.002686927,0.7123599,0.00005232033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005986129,0.9995136,0.00002152336,0.000133287,0.00005012313,0.000004393147,0.00001658772,0.000001700656,0.0001989239],"genre_scores_gemma":[0.000493231,0.9992394,0.0000558088,0.0001044488,0.00003010696,0.00000525936,0.00001536316,5.212639e-7,0.00005585736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004304108,"threshold_uncertainty_score":0.01439869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3882303792376375,"score_gpt":0.5475836133259904,"score_spread":0.1593532340883529,"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."}}