{"id":"W4394837430","doi":"10.3390/antibiotics13040364","title":"Echinacea Reduces Antibiotics by Preventing Respiratory Infections: A Meta-Analysis (ERA-PRIMA)","year":2024,"lang":"en","type":"article","venue":"Antibiotics","topic":"Herbal Medicine Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Echinacea (animal); Antibiotics; Internal medicine; Respiratory tract infections; Odds ratio; Adverse effect; Relative risk; Traditional medicine; Confidence interval; Respiratory system; Microbiology","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":[0.007094396,0.002193042,0.009756022,0.002476738,0.0004168442,0.002318623,0.001215134,0.002070101,0.004938653],"category_scores_gemma":[0.01283286,0.001127316,0.04051055,0.002182887,0.000448446,0.001293701,0.00116522,0.002107355,0.0004795609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008612757,"about_ca_system_score_gemma":0.00108823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003641271,"about_ca_topic_score_gemma":0.007232692,"domain_scores_codex":[0.9960401,0.002287469,0.0008063585,0.0003991616,0.0003068323,0.0001601082],"domain_scores_gemma":[0.9941179,0.004045886,0.0009172966,0.0003198227,0.0004164703,0.0001828077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01507281,0.00009730297,0.003349757,0.1044822,0.8642126,0.0001273517,0.00004978293,0.0004444454,0.0004875572,0.0001181411,0.000479133,0.01107895],"study_design_scores_gemma":[0.002679266,0.0007961625,0.003311855,0.003293548,0.9881744,0.00006641061,0.00002322865,0.0001998885,0.0001322848,0.0001570441,0.001148797,0.00001700203],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02724655,0.9696,0.0008403095,0.000367786,0.0004755078,0.0002743399,0.0005429476,0.00005451966,0.0005980676],"genre_scores_gemma":[0.5412961,0.4492399,0.00327732,0.002110535,0.0008282886,0.0006320945,0.000954001,0.00006112974,0.001600651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009756022,"threshold_uncertainty_score":0.03751922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08868294843386922,"score_gpt":0.399361528572855,"score_spread":0.3106785801389858,"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."}}