{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003999172,0.0004998827,0.0007982783,0.001429914,0.00125937,0.0009103874,0.0008085677,0.00132479,0.004600329],"category_scores_gemma":[0.002288292,0.0002820712,0.0004265834,0.0005187332,0.0005788885,0.001328329,0.001193152,0.001866691,0.0008781638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176198,"about_ca_system_score_gemma":0.001505161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008814791,"about_ca_topic_score_gemma":0.01135122,"domain_scores_codex":[0.9996648,0.00007385475,0.00005333029,0.00002376781,0.00005855679,0.0001257548],"domain_scores_gemma":[0.9995116,0.00005863062,0.00006563795,0.000007114363,0.0001070577,0.0002498789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007486408,0.0008780178,0.4693289,0.001837549,0.0001163717,0.2409907,0.005443292,0.002068519,0.004638451,0.002330347,0.07507891,0.1965403],"study_design_scores_gemma":[0.0002005068,0.001615408,0.6209565,0.01150017,0.0001149891,0.2730401,0.02818836,0.003661271,0.001543946,0.009585846,0.04933676,0.0002561382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6701424,0.1382191,0.008349151,0.07571277,0.002791475,0.001797809,0.001305745,0.0003104111,0.1013711],"genre_scores_gemma":[0.9338352,0.04398352,0.007111665,0.007349277,0.002560456,0.0003369119,0.0007164757,0.00002887203,0.004077772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008814791,"threshold_uncertainty_score":0.01752692,"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."}}