{"id":"W4410318159","doi":"10.3332/ecancer.2025.1904","title":"Patterns of cancer in Needle Hospital, Hargeisa, Somaliland from July 2022 to June 2023","year":2025,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Internal medicine; Traditional 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":[0.000216346,0.0001708612,0.0001566029,0.001255857,0.0006922134,0.0006096433,0.0003786188,0.0002769201,0.001970341],"category_scores_gemma":[0.0006811601,0.0001573189,0.000206711,0.002274916,0.0002445702,0.0003112864,0.0005153583,0.0002647222,0.0004372521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054575,"about_ca_system_score_gemma":0.0007907132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665737,"about_ca_topic_score_gemma":0.03861786,"domain_scores_codex":[0.9997424,0.00003042425,0.00003856048,0.00004889671,0.00006818521,0.00007142437],"domain_scores_gemma":[0.999186,0.00005223841,0.0004811099,0.0000216713,0.0001354712,0.0001235943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004023341,0.0000139845,0.995892,0.0000227987,0.000009159439,0.0003342665,0.0004248146,0.00003308598,0.0002524502,0.00002031717,0.0006624782,0.002294457],"study_design_scores_gemma":[0.000001011088,0.00002664959,0.9974778,0.00001301809,0.000004098622,0.0005881864,0.0009734767,0.00003259299,0.00009443982,0.000006591337,0.0007796229,0.000002488065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965324,0.0003365626,0.00004532386,0.000141607,0.00000629438,0.00001199704,0.001586022,0.00001100848,0.001328754],"genre_scores_gemma":[0.995374,0.0007097749,0.0001718486,0.00008552489,0.00001185248,0.00002382599,0.002769815,0.000004248428,0.0008491236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01665737,"threshold_uncertainty_score":0.03312087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248174790405656,"score_gpt":0.3505759330564925,"score_spread":0.3280941851524359,"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."}}