{"id":"W4389190420","doi":"10.3332/ecancer.2023.1642","title":"Cancer care in Needle Hospital, Hargeisa, Somaliland","year":2023,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Population; Public health; Cancer; Health care; Family medicine; Cancer registry; Gross domestic product; Environmental health; Economic growth; Nursing; 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":[0.000241717,0.0001213055,0.0002714622,0.0001678145,0.0001249902,0.00000843122,0.000219959,0.0001212931,0.0008459256],"category_scores_gemma":[0.0001900163,0.00009473398,0.00004844868,0.001217141,0.0007349617,0.0001226024,0.0000452523,0.0002655374,0.0001206124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206362,"about_ca_system_score_gemma":0.0006508378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000087833,"about_ca_topic_score_gemma":0.0001464357,"domain_scores_codex":[0.9985155,0.00002467963,0.0002132464,0.0003835782,0.0003799894,0.0004829693],"domain_scores_gemma":[0.9993656,0.0001085138,0.00005347089,0.0002316304,0.00004891126,0.0001919093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007958973,0.0001446265,0.812021,0.0001301121,0.00001997695,0.0004771768,0.006583984,0.0002849427,0.001097017,0.0003171081,0.03918635,0.1396581],"study_design_scores_gemma":[0.0028977,0.0005644153,0.6432427,0.000400395,0.00001748133,0.00002696951,0.001925192,0.001834228,0.0009065697,0.0005045812,0.3474011,0.0002787174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682116,0.008218114,0.0001932606,0.01187476,0.003395178,0.0004651946,0.00001587621,0.0002176261,0.007408412],"genre_scores_gemma":[0.9844043,0.007844411,0.0005414236,0.003015259,0.0008359961,0.0001867505,0.000009710735,0.00001856434,0.003143588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3082148,"threshold_uncertainty_score":0.9262292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109199874281698,"score_gpt":0.3895087138386918,"score_spread":0.3784167150958749,"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."}}