{"id":"W2917040313","doi":"10.1158/1538-7445.sabcs17-p5-17-03","title":"Abstract P5-17-03: Breast cancer in young women in Canada: A needs assessment","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Breast cancer; Cancer; Test (biology); Descriptive statistics; Family medicine; Gerontology; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004164332,0.0003298224,0.0003165833,0.00366186,0.008109483,0.002100078,0.001419594,0.0008517462,0.002340178],"category_scores_gemma":[0.008578953,0.0003790122,0.0005903983,0.004904235,0.001247453,0.001030397,0.002573785,0.001112892,0.0003406029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07735769,"about_ca_system_score_gemma":0.2027631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.972838,"about_ca_topic_score_gemma":0.984445,"domain_scores_codex":[0.9974104,0.0002848166,0.0002071811,0.0001011414,0.001022193,0.000974328],"domain_scores_gemma":[0.9878597,0.000725652,0.0006118721,0.00008807042,0.007487203,0.003227565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001907585,0.0007449163,0.6754131,0.002494209,0.00005305039,0.001735152,0.1421675,0.0006545078,0.001403671,0.001781704,0.04551125,0.1278502],"study_design_scores_gemma":[0.00002345013,0.0002524401,0.7762001,0.001188104,0.00002598061,0.0001890168,0.1974228,0.0004868958,0.0003023823,0.000248311,0.02359937,0.0000611716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546028,0.001287539,0.0003913318,0.01591622,0.0001312142,0.003150706,0.006053372,0.00003784501,0.0184289],"genre_scores_gemma":[0.98259,0.002398213,0.002731946,0.002308134,0.00005037869,0.002240293,0.002540501,0.00001432824,0.005126191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07735769,"threshold_uncertainty_score":0.5612719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1272946422681795,"score_gpt":0.4585019459705421,"score_spread":0.3312073037023625,"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."}}