{"id":"W4312587447","doi":"10.32473/edis-fs146-2015","title":"Preventing Foodborne and Non-foodborne Illness: Vibrio parahaemolyticus","year":2016,"lang":"en","type":"article","venue":"EDIS","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vibrio parahaemolyticus; Vibrio; Food poisoning; Shellfish; Biology; Microbiology; Fishery; Medicine; Environmental health; Fish <Actinopterygii>; Bacteria; Aquatic animal","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":[0.001205199,0.000568467,0.0003017345,0.0007516465,0.000341936,0.0007719285,0.0003849163,0.001011085,0.01747104],"category_scores_gemma":[0.002108627,0.0001296811,0.0001698648,0.000564022,0.0002215184,0.000640147,0.0003221074,0.0006818817,0.005202138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006589156,"about_ca_system_score_gemma":0.001496636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008572819,"about_ca_topic_score_gemma":0.01246306,"domain_scores_codex":[0.9995203,0.000123252,0.00004389808,0.00003797102,0.0002400934,0.00003451005],"domain_scores_gemma":[0.9987286,0.0002459932,0.0002028932,0.00003574686,0.0006609554,0.0001258409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001236472,0.0002291415,0.001979062,0.001216085,0.00001431879,0.0001604544,0.0001548429,0.0001488428,0.003903916,0.001183552,0.6683545,0.3225317],"study_design_scores_gemma":[0.00006897547,0.0005250374,0.02135868,0.001081725,0.00003980179,0.0003287947,0.000161663,0.000144331,0.004433739,0.0006438508,0.9711975,0.00001603175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02544509,0.3448328,0.004831095,0.3190974,0.06804305,0.0007642591,0.003482002,0.00111011,0.2323942],"genre_scores_gemma":[0.1263379,0.3436218,0.0102401,0.04841657,0.02871441,0.0003203441,0.003971473,0.0001506577,0.4382268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01747104,"threshold_uncertainty_score":0.05844647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007722995003358445,"score_gpt":0.2517814372028892,"score_spread":0.2440584421995308,"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."}}