{"id":"W4396596489","doi":"10.1158/1538-7445.sabcs23-ps10-09","title":"Abstract PS10-09: Development of an absolute risk prediction model for premenopausal breast cancer in an international consortium","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Breast cancer; Medicine; Cancer; Oncology; Gynecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01046022,0.0006407281,0.0008244185,0.001481629,0.0005065802,0.001648354,0.001953278,0.0008139818,0.004357433],"category_scores_gemma":[0.01501822,0.0004391467,0.001388375,0.001154348,0.0002968909,0.0008782299,0.001480128,0.001544329,0.001402036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009802394,"about_ca_system_score_gemma":0.00259031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0284933,"about_ca_topic_score_gemma":0.01591601,"domain_scores_codex":[0.9982084,0.0008815282,0.0001140585,0.0004116692,0.0002721803,0.0001121383],"domain_scores_gemma":[0.9952707,0.002598321,0.0002934439,0.0003974246,0.001222921,0.0002172925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00103451,0.0006157956,0.2352544,0.0001263647,0.0007848919,0.0003466388,0.0003081976,0.4927275,0.001286975,0.009635686,0.02588707,0.231992],"study_design_scores_gemma":[0.00003729544,0.00006273876,0.00682835,0.00001999246,0.00004370762,0.0000438684,0.00003733875,0.9886275,0.0002590768,0.002306544,0.001720018,0.00001354738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.278506,0.0005728796,0.7036108,0.001937715,0.0002691362,0.0006948522,0.005473818,0.002266304,0.006668584],"genre_scores_gemma":[0.7287949,0.0002900894,0.2532364,0.0003389952,0.0001219763,0.001070098,0.009760614,0.0002983383,0.006088566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0284933,"threshold_uncertainty_score":0.05665493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06133265386172068,"score_gpt":0.4132223442633572,"score_spread":0.3518896904016365,"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."}}