{"id":"W4308059907","doi":"10.1128/mbio.02558-22","title":"Inhalation of Low Molecular Weight Heparins as Prophylaxis against SARS-CoV-2","year":2022,"lang":"en","type":"article","venue":"mBio","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; European Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; ZonMw","keywords":"Inhalation; In vivo; Medicine; In vitro; Nasal administration; Pharmacology; Ex vivo; Immunology; Placebo; Nebulizer; Anesthesia; Biology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004112276,0.0001001217,0.0002801136,0.0001266352,0.0001037573,0.000005610214,0.0001319493,0.00004375292,0.0001241962],"category_scores_gemma":[0.00509538,0.00008934231,0.0001351424,0.0004082191,0.000122762,0.00002873949,0.0003992049,0.0003477039,0.00006053204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187028,"about_ca_system_score_gemma":0.0002566336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001403675,"about_ca_topic_score_gemma":0.000007414719,"domain_scores_codex":[0.9984035,0.0001010751,0.0003003701,0.0002660435,0.0007063123,0.0002226427],"domain_scores_gemma":[0.9989813,0.0003792382,0.0000815974,0.000363976,0.0001332049,0.00006071608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007913173,0.001433373,0.05773714,0.001068421,0.0003378303,0.0006320591,0.0007417671,0.0001605627,0.89973,0.001034351,0.004251417,0.03208181],"study_design_scores_gemma":[0.004595396,0.005537459,0.0400634,0.0001834121,0.000101889,0.000006530854,0.0001421817,0.003415535,0.8058281,0.0023552,0.1373489,0.0004220087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915876,0.0001522137,0.0001212784,0.002996295,0.00009554616,0.0005026966,0.00001516037,0.00004168279,0.004487459],"genre_scores_gemma":[0.9970537,0.00006648293,0.000127858,0.001982574,0.0000481419,0.00007295882,0.00002597586,0.00001675528,0.0006055948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330975,"threshold_uncertainty_score":0.6100014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027392738007647,"score_gpt":0.3808086774766742,"score_spread":0.3505347500965978,"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."}}