{"id":"W2542145858","doi":"10.5339/qfarc.2016.hbsp1531","title":"Enteric Protozoa Associated with Acute Diarrhea in Hospitalized Children in Qatar","year":2016,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Conference Proceedings Volume 2016 Issue 1","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diarrhea; Medicine; Vomiting; Dysentery; Bloody diarrhea; Acute diarrhea; Pediatrics; Internal medicine; Abdominal pain; Shigella; Cryptosporidium; Feces; Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003401181,0.0005463824,0.0004866259,0.0006531585,0.001376948,0.0006936557,0.0003818102,0.000593516,0.004719892],"category_scores_gemma":[0.001030558,0.0003558928,0.0004107863,0.0007471998,0.000614255,0.0006231899,0.0008530173,0.001031037,0.0002360674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419543,"about_ca_system_score_gemma":0.001782571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02963595,"about_ca_topic_score_gemma":0.02361356,"domain_scores_codex":[0.9996017,0.00006454577,0.00005352686,0.00005690953,0.00006151187,0.0001619199],"domain_scores_gemma":[0.9996762,0.00003308557,0.0001305452,0.000007449276,0.00008350033,0.00006926469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001296871,0.0001173511,0.975493,0.0007234419,0.00004333047,0.009975033,0.001401016,0.00007902012,0.0006343534,0.0003036926,0.003649615,0.007450446],"study_design_scores_gemma":[0.00002717325,0.0004008585,0.9655939,0.0009358298,0.00009040436,0.01990158,0.008434618,0.0003007295,0.0002043776,0.0002827577,0.003804074,0.0000235817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823821,0.00972528,0.0001983531,0.002376213,0.0001478385,0.0001669834,0.001269838,0.00002918931,0.003704331],"genre_scores_gemma":[0.9924955,0.004981871,0.0003456588,0.0009210369,0.0001096321,0.00003502536,0.0006951569,0.000002951523,0.0004130281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02963595,"threshold_uncertainty_score":0.05892688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011886011641285,"score_gpt":0.3213286792709761,"score_spread":0.3012098191545632,"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."}}