{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002154024,0.0001631844,0.00009000223,0.0003350769,0.002722342,0.001165651,0.0003428601,0.0005680426,0.01309358],"category_scores_gemma":[0.0006173348,0.0001334962,0.0001513028,0.0006973104,0.000414005,0.0005132061,0.00113712,0.000846748,0.001203959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330964,"about_ca_system_score_gemma":0.004993236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350589,"about_ca_topic_score_gemma":0.04804166,"domain_scores_codex":[0.9998479,0.0000259644,0.00001248377,0.000031845,0.00002377516,0.00005807229],"domain_scores_gemma":[0.9994485,0.00003946926,0.00007266046,0.00001222013,0.00006101511,0.0003661399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000363376,0.000936418,0.4594452,0.001452662,0.0001121313,0.01756426,0.01006292,0.0006809357,0.004764988,0.008504427,0.1513226,0.34479],"study_design_scores_gemma":[0.0002221928,0.001352424,0.5490965,0.001710897,0.0001126113,0.02311949,0.02687215,0.000583397,0.001275278,0.002949735,0.3926353,0.00007004916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8300685,0.02117227,0.001148746,0.02622331,0.001222969,0.0005245338,0.002279935,0.0002201312,0.1171396],"genre_scores_gemma":[0.9288102,0.01783243,0.004005646,0.01227058,0.0004656512,0.0003538868,0.001890326,0.00003215185,0.034339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01350589,"threshold_uncertainty_score":0.04380232,"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."}}