{"id":"W7108648626","doi":"10.5281/zenodo.17814748","title":"NASAL DRUG DELIVERY AND NASYA IN THYROID DYSFUNCTION MANAGEMENT; A SYSTEMATIC REVIEW AND META-ANALYSIS OF CLINICAL EFFICACY, SAFETY, AND EVIDENCE QUALITY","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subclinical infection; Adverse effect; Systematic review; Cohort study; Funnel plot; Cohort; Meta-analysis; Relative risk; Pharmacovigilance","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":[0.01856496,0.002238784,0.01814984,0.007337334,0.0007605688,0.00403668,0.002067955,0.00256538,0.00374322],"category_scores_gemma":[0.04256288,0.001285675,0.02561612,0.007362287,0.0009398395,0.001991258,0.001693654,0.001872661,0.0002188555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003893296,"about_ca_system_score_gemma":0.007530203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007723999,"about_ca_topic_score_gemma":0.01736281,"domain_scores_codex":[0.9866925,0.006321308,0.003941845,0.001068828,0.001655955,0.0003194195],"domain_scores_gemma":[0.975002,0.01793674,0.004619329,0.0005220267,0.001642415,0.0002774551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001518942,0.00003276877,0.001798224,0.7604828,0.218193,0.00008216915,0.00009576827,0.0002969783,0.0001826601,0.0001673746,0.0005317028,0.01661756],"study_design_scores_gemma":[0.000726978,0.0003488285,0.003344443,0.1334641,0.8580171,0.000124376,0.00009911048,0.0002318235,0.0001741048,0.0003147944,0.003121869,0.00003247485],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001739555,0.9971448,0.0002352332,0.0001789002,0.0000651251,0.000257344,0.0002456115,0.000009598114,0.0001237858],"genre_scores_gemma":[0.07364634,0.9214075,0.002029889,0.0007551509,0.0001885596,0.001307828,0.0004667709,0.00001575252,0.0001822705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01856496,"threshold_uncertainty_score":0.09818202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192225721217329,"score_gpt":0.3803152659029603,"score_spread":0.2610926937812274,"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."}}