{"id":"W2901996923","doi":"10.1136/bmj.k4766","title":"Assessment and initial management of acute undifferentiated fever in tropical and subtropical regions","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Malaria Research and Control","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Subtropics; Tropics; Geography; Environmental science; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006577191,0.00005776897,0.0001653609,0.00006698094,0.00002137539,0.000009431576,0.00003076721,0.0000434763,0.0001281469],"category_scores_gemma":[0.000009377203,0.0000443346,0.00001970299,0.00006957858,0.0001344379,0.00002258027,0.00007004439,0.0001019218,0.000002742533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002094645,"about_ca_system_score_gemma":0.00003468247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002441078,"about_ca_topic_score_gemma":0.00003352523,"domain_scores_codex":[0.9993364,0.00004838553,0.0001542479,0.0001340792,0.0001739486,0.0001529436],"domain_scores_gemma":[0.9996935,0.00002054364,0.00002277979,0.000126896,0.00003400049,0.0001022487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002379448,0.0006821955,0.7479787,0.0003167714,0.001048415,0.001067062,0.0001541623,3.464683e-8,0.002981041,0.2278764,0.0042148,0.01130095],"study_design_scores_gemma":[0.003871313,0.0004235365,0.9938452,0.00006823619,0.00009110864,0.00002716033,0.00004365196,0.0004147228,0.00007870893,0.0007969764,0.0002978302,0.00004152112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875213,0.00002992847,0.001688735,0.007081364,0.00003329447,0.0004670636,0.000003964327,0.000008971974,0.003165383],"genre_scores_gemma":[0.998024,0.00006667696,0.00129947,0.0001027078,0.00008973599,0.00002629169,0.000005965886,0.000004622794,0.0003804592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2458665,"threshold_uncertainty_score":0.1807912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350523380179129,"score_gpt":0.3850626105763389,"score_spread":0.350010272558426,"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."}}