{"id":"W2802572023","doi":"10.15537/smj.2018.5.21993","title":"Age distribution and outcomes in patients undergoing breast cancer resection in Saudi Arabia","year":2018,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Breast cancer; Retrospective cohort study; Incidence (geometry); Young adult; Demography; Cancer; Cancer registry; Gynecology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007039434,0.0001100319,0.0002677444,0.0001125395,0.0001019962,0.00002968848,0.00007392654,0.0001393891,0.0003236853],"category_scores_gemma":[0.0007635881,0.00008439718,0.0000431339,0.0002649277,0.0001528573,0.0001751684,0.00004720858,0.0006349181,0.000006574629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005084645,"about_ca_system_score_gemma":0.0002772286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000548011,"about_ca_topic_score_gemma":0.005272761,"domain_scores_codex":[0.9982038,0.00008069471,0.0003895524,0.0001795873,0.0008115801,0.0003347586],"domain_scores_gemma":[0.9993088,0.00006182551,0.0001021775,0.00008011761,0.0001260944,0.0003209656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004100225,0.00007356578,0.9693982,0.00002538283,0.00001709385,0.0001900951,0.0001206678,0.000001235609,0.00001608983,0.00001589763,0.001439363,0.02829239],"study_design_scores_gemma":[0.003440316,0.0003497901,0.9934946,0.001512088,0.00001744541,0.0003081435,0.0001245246,0.00009004891,0.00001651613,0.000312989,0.0002507781,0.00008275388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936429,0.0002137784,0.000232203,0.00505251,0.0004431287,0.0001054949,0.00001123522,0.00001019679,0.0002885609],"genre_scores_gemma":[0.9979683,0.0005235793,0.0000541562,0.0008884046,0.0005008404,0.000004277638,0.00001146005,0.000007512057,0.00004143064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02820964,"threshold_uncertainty_score":0.3544126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089600149105381,"score_gpt":0.3410022550842711,"score_spread":0.3101062535932173,"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."}}