{"id":"W4388295482","doi":"10.1101/2023.11.01.23297932","title":"AMEBIASIS: AN ANALYSIS OF ITS DISTINCTIVE PRESENTATION IN THE CONTEXT OF JORDANIAN CASES","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leukocytosis; Medicine; Population; Pediatrics; Diarrhea; Quarter (Canadian coin); Demography; Environmental health; Internal medicine; Geography","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":[0.0004398435,0.0003666019,0.0002642872,0.002800469,0.0009625564,0.0006931261,0.0003769137,0.0004545141,0.001598567],"category_scores_gemma":[0.001309464,0.0003143561,0.0002795668,0.001713866,0.0006485574,0.0007031424,0.0009760109,0.0003688745,0.0002933726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000444027,"about_ca_system_score_gemma":0.0004945056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259884,"about_ca_topic_score_gemma":0.002595429,"domain_scores_codex":[0.9995567,0.000109717,0.00006764157,0.00007042127,0.00007797081,0.000117564],"domain_scores_gemma":[0.9994183,0.00007715027,0.0002168054,0.00002728286,0.0001078197,0.0001527297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009298701,0.00009029885,0.9754487,0.00005157084,0.00001788784,0.01699579,0.001335031,0.00005631965,0.00162959,0.00009874561,0.0003059774,0.003877124],"study_design_scores_gemma":[0.000009065133,0.0002317583,0.9364349,0.00003437193,0.00002443316,0.05410653,0.006983777,0.0003382265,0.0003522997,0.0001092977,0.001357058,0.00001826211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990373,0.0003120745,0.00006551114,0.00004936375,0.000006797897,0.00001855687,0.00005636367,0.000002564471,0.0004516341],"genre_scores_gemma":[0.9989092,0.0005339738,0.0001981285,0.00003970347,0.00004091999,0.00001582214,0.0001452473,0.000001932922,0.0001149707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002800469,"threshold_uncertainty_score":0.005347729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07469258626491912,"score_gpt":0.3674560165994529,"score_spread":0.2927634303345338,"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."}}