{"id":"W4391724362","doi":"10.33545/26164485.2024.v8.i1c.1065","title":"Battling the JN.1 Surge: Unveiling strategies to shield against the next wave of COVID with homoeopathy","year":2024,"lang":"en","type":"article","venue":"International Journal of Homoeopathic Sciences","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homeopathy; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Surge; Shield; Virology; Medicine; Geography; Geology; Meteorology; Alternative medicine; Internal medicine","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":[0.001532239,0.000291362,0.0004952092,0.0005131011,0.001569357,0.002459357,0.000455182,0.001433107,0.004766808],"category_scores_gemma":[0.002076671,0.0001065859,0.0003824406,0.0001996105,0.002277039,0.002505179,0.002394037,0.00277749,0.0009097942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000780347,"about_ca_system_score_gemma":0.001828194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008172772,"about_ca_topic_score_gemma":0.003031889,"domain_scores_codex":[0.9994839,0.000214788,0.00003010546,0.00005061776,0.0001176404,0.0001028317],"domain_scores_gemma":[0.999225,0.0003052162,0.0001351045,0.00004530439,0.0000983088,0.0001910787],"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":[0.0005353824,0.0009850969,0.01644169,0.004450756,0.0002065594,0.003941177,0.01193802,0.0003122511,0.01912008,0.09489778,0.08745302,0.7597181],"study_design_scores_gemma":[0.00008078974,0.001178299,0.01694544,0.007958069,0.0001589953,0.009521855,0.0205917,0.0003636313,0.005784458,0.06893996,0.8683841,0.00009275257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.147236,0.4133664,0.01395166,0.3261489,0.007659323,0.0001482144,0.0001764547,0.0004372663,0.09087571],"genre_scores_gemma":[0.541476,0.3143654,0.02082574,0.08894784,0.007288752,0.000146771,0.0002472332,0.0001749513,0.02652749],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004766808,"threshold_uncertainty_score":0.01594663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026148796705281,"score_gpt":0.3781922782601893,"score_spread":0.2755773985896612,"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."}}