{"id":"W2323259231","doi":"10.1136/bjophthalmol-2011-300485","title":"Clinical factors associated with malignancy and HIV status in patients with ocular surface squamous neoplasia at Kilimanjaro Christian Medical Centre, Tanzania","year":2011,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Malignancy; Tanzania; Human immunodeficiency virus (HIV); Referral; Dermatology; Internal medicine; Pediatrics; Immunology; Family 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":[0.0001538301,0.0001571473,0.000177646,0.0005363413,0.0004582432,0.0003954966,0.0001691438,0.0002898719,0.002137931],"category_scores_gemma":[0.001432157,0.0001779086,0.0001274306,0.0006310969,0.0002741986,0.0002959046,0.0002604334,0.0003056536,0.0001660301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003048565,"about_ca_system_score_gemma":0.0003042873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004162859,"about_ca_topic_score_gemma":0.006262723,"domain_scores_codex":[0.9998252,0.00003381182,0.00002215324,0.00002432561,0.00003353139,0.00006104083],"domain_scores_gemma":[0.9992963,0.0001597961,0.0003219525,0.00001732009,0.00004744246,0.0001571461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004727911,0.00001210942,0.9989116,0.000004844664,0.000003635427,0.000421755,0.00006221623,0.00001225338,0.0001521825,0.000004200872,0.00003983108,0.0003281207],"study_design_scores_gemma":[0.000005264161,0.00008164976,0.9977271,0.000006999373,0.000005417503,0.001535796,0.0004329894,0.00006751318,0.00004224102,0.000006828858,0.00008589296,0.000002394881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996301,0.0001325152,0.000006981287,0.00002476871,0.000001780013,0.000004264332,0.00004419287,8.202985e-7,0.000154596],"genre_scores_gemma":[0.9998336,0.00004530903,0.00001221325,0.00001355486,0.000003855228,0.000003091335,0.00004751439,3.125514e-7,0.00004067456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004162859,"threshold_uncertainty_score":0.008277237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192971171000041,"score_gpt":0.2724718503991477,"score_spread":0.2505421386891473,"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."}}