{"id":"W2800736372","doi":"10.1136/heartjnl-2017-312644","title":"Outcomes for patients with rheumatic heart disease after cardiac surgery followed at rural district hospitals in Rwanda","year":2018,"lang":"en","type":"article","venue":"Heart","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"American Heart Association","keywords":"Medicine; Heart disease; Referral; Cardiac surgery; valvular heart disease; Surgery; Mitral valve; Pediatrics; 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":[0.0005683684,0.0002391924,0.000201259,0.0006863278,0.0005528695,0.0006412978,0.0002540147,0.0002322318,0.001268649],"category_scores_gemma":[0.002444305,0.0001721876,0.0002725031,0.0006904786,0.0004375507,0.0004119172,0.0008728452,0.0004629744,0.0001511725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007995878,"about_ca_system_score_gemma":0.0009473179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013515,"about_ca_topic_score_gemma":0.01754566,"domain_scores_codex":[0.9993844,0.000203029,0.00007060965,0.00007197416,0.00004504363,0.0002249423],"domain_scores_gemma":[0.9979587,0.0002218826,0.001259844,0.00005852468,0.0001516236,0.0003493872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005061748,0.00003740002,0.9979145,0.00002145289,0.00001502446,0.0001708293,0.0003634227,0.00004885713,0.000174416,0.00001364146,0.0001538058,0.001036067],"study_design_scores_gemma":[0.00001714189,0.0002950425,0.9971917,0.000035088,0.00001721845,0.0004121298,0.001652456,0.0000807387,0.0000691278,0.0000149267,0.0002084288,0.000005938575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994109,0.0001056975,0.00002482734,0.0000642563,0.000005385771,0.00001439602,0.0002029149,0.000001634975,0.0001700596],"genre_scores_gemma":[0.9996065,0.0000960024,0.00004480657,0.00002351146,0.000006355548,0.0000141983,0.0001548427,5.715418e-7,0.00005332108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013515,"threshold_uncertainty_score":0.02015233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009506678605328538,"score_gpt":0.2666444483901854,"score_spread":0.2571377697848568,"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."}}