{"id":"W2393650139","doi":"10.4314/ahs.v16i1.44","title":"Endoscopic capacity in West Africa","year":2016,"lang":"en","type":"article","venue":"African Health Sciences","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Endoscopy; Esophageal varices; Varices; Health care; Medical diagnosis; Medical emergency; Surgery; Radiology; Portal hypertension; 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":[0.0003493508,0.0001886623,0.0001200868,0.0008374976,0.0004736886,0.0005992185,0.0002869416,0.0002461636,0.004495955],"category_scores_gemma":[0.001936129,0.0001468018,0.0000960708,0.0008837395,0.0005803403,0.0008912957,0.0008096186,0.0002605215,0.0002017949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009196881,"about_ca_system_score_gemma":0.0009632816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007088793,"about_ca_topic_score_gemma":0.006718533,"domain_scores_codex":[0.9996359,0.0001093892,0.0000237236,0.00003174814,0.00004925353,0.0001499263],"domain_scores_gemma":[0.9987311,0.0002824085,0.0005847004,0.00002398811,0.0001042728,0.0002734972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002058396,0.0002440097,0.8215285,0.001246782,0.00005001436,0.003813902,0.02056571,0.0004155518,0.004667668,0.004128002,0.0024372,0.1406968],"study_design_scores_gemma":[0.00002214849,0.0003363874,0.9357039,0.0007504604,0.00002584784,0.005388392,0.03275016,0.0004405124,0.0008209694,0.001123951,0.02261362,0.00002368683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923329,0.001793855,0.0002020555,0.0008792809,0.00001430854,0.00002267113,0.0001415214,0.000004820043,0.004608531],"genre_scores_gemma":[0.9984924,0.001007572,0.0001247692,0.00006502191,0.00001090621,0.00001041322,0.0000392586,0.000001132812,0.0002485037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007088793,"threshold_uncertainty_score":0.01504046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09373198802596829,"score_gpt":0.3244720821445771,"score_spread":0.2307400941186089,"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."}}