{"id":"W4385648088","doi":"10.18609/vac.2023.031","title":"Inhalable vaccines: inducing protective immunity where the infection starts","year":2023,"lang":"en","type":"article","venue":"Vaccine Insights","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunity; Virology; Immunology; Medicine; Immune system","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":[0.002575365,0.0004202188,0.0004805809,0.0004079453,0.001069709,0.001898243,0.0003491038,0.001636526,0.009790105],"category_scores_gemma":[0.002288138,0.000228983,0.0002869405,0.000267603,0.001384714,0.001959173,0.001085836,0.004679783,0.002637271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427571,"about_ca_system_score_gemma":0.004837947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008600044,"about_ca_topic_score_gemma":0.01953114,"domain_scores_codex":[0.9988991,0.0003473099,0.00005142754,0.0001123894,0.000379291,0.0002104756],"domain_scores_gemma":[0.9984965,0.0004713265,0.0001151777,0.00005925421,0.0005098903,0.0003477847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003495984,0.0003813065,0.005639859,0.0008819691,0.00004304694,0.0003302738,0.001928419,0.0001188358,0.01677072,0.0256478,0.6335589,0.3143494],"study_design_scores_gemma":[0.00009845084,0.0004752216,0.007830385,0.0008014491,0.00006322462,0.0005314558,0.001620103,0.0001634203,0.009947716,0.008230329,0.9701921,0.00004621458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02481212,0.1461191,0.00522877,0.7129874,0.03467847,0.0002538359,0.0003940416,0.0003556916,0.0751706],"genre_scores_gemma":[0.1810992,0.2629097,0.01119901,0.3093082,0.01486581,0.000243927,0.000465602,0.0002336785,0.2196749],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009790105,"threshold_uncertainty_score":0.03275114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02760859402549031,"score_gpt":0.2905913840166849,"score_spread":0.2629827899911946,"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."}}