{"id":"W4220745074","doi":"10.3390/antibiotics11040469","title":"Phytocompounds as an Alternative Antimicrobial Approach in Aquaculture","year":2022,"lang":"en","type":"review","venue":"Antibiotics","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Wellcome Trust","keywords":"Antimicrobial; Antifungal; Antiparasitic agent; Antibiotics; Antiparasitic; Aquaculture; Biotechnology; Biology; Traditional medicine; Fish <Actinopterygii>; Microbiology; Medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002032093,0.0006146585,0.0006821452,0.0018809,0.0002331463,0.0006357027,0.000397674,0.0007610632,0.003272667],"category_scores_gemma":[0.0002233493,0.0002003819,0.0004952154,0.001164368,0.0002366967,0.0006975972,0.0003660327,0.00108674,0.001178683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003040174,"about_ca_system_score_gemma":0.0005017807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005676151,"about_ca_topic_score_gemma":0.001344445,"domain_scores_codex":[0.99989,0.00001783311,0.00001450846,0.00002095649,0.00004246687,0.00001420498],"domain_scores_gemma":[0.9998927,0.00004898528,0.00002006387,0.000003325057,0.00002455315,0.00001034485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001156359,0.0002136602,0.0003271784,0.03669417,0.0001239199,0.0005392352,0.0001246415,0.0007628659,0.02137967,0.004553217,0.01249692,0.9226688],"study_design_scores_gemma":[0.00002091455,0.0003817357,0.001749177,0.004082906,0.0001721814,0.0021363,0.0001029603,0.0002564084,0.005050739,0.001909367,0.9841096,0.00002771243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007821509,0.9966908,0.0002305863,0.0001595329,0.000164571,0.000006734404,0.00002440949,0.00001111311,0.001930086],"genre_scores_gemma":[0.003852013,0.9943991,0.0003737272,0.0001459469,0.0001137365,0.00000809752,0.00003930519,0.000002074021,0.001066004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003272667,"threshold_uncertainty_score":0.01094812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106188626239489,"score_gpt":0.3141954207034954,"score_spread":0.2731335344411005,"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."}}