{"id":"W4387024539","doi":"10.20944/preprints202309.1363.v1","title":"Breast Cancer in the Arabian Gulf Countries","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Incidence (geometry); Demography; Cancer; Medicine; Geography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008387631,0.0003409903,0.0003095545,0.002306112,0.0003794359,0.001202828,0.0002987498,0.0004299208,0.0030967],"category_scores_gemma":[0.002004663,0.0001306332,0.0003749219,0.004077317,0.0002991933,0.0006588299,0.0006059631,0.0004418081,0.0005045619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104576,"about_ca_system_score_gemma":0.002616154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01623629,"about_ca_topic_score_gemma":0.0143235,"domain_scores_codex":[0.9993727,0.0001845481,0.0001485812,0.00006230483,0.0001636927,0.00006831343],"domain_scores_gemma":[0.999341,0.0001604939,0.0002068058,0.0000126228,0.0002425268,0.00003652744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002692604,0.00005741322,0.07091268,0.01766301,0.0004263357,0.002294264,0.001846904,0.0006519314,0.0009805136,0.005912377,0.05422231,0.844763],"study_design_scores_gemma":[0.0000448558,0.0001556512,0.1912787,0.02358258,0.0005954179,0.010653,0.008023606,0.0002787774,0.000674639,0.002983453,0.7616736,0.00005565618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01685971,0.9657908,0.00021238,0.00506836,0.0004301362,0.00002326967,0.0008573539,0.00001500486,0.01074298],"genre_scores_gemma":[0.1200936,0.8741391,0.0005558247,0.002256316,0.0004657739,0.00003081225,0.0009451813,0.000005241548,0.001508111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01623629,"threshold_uncertainty_score":0.03228354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2573714778693881,"score_gpt":0.423872115174538,"score_spread":0.1665006373051499,"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."}}