{"id":"W7162014158","doi":"10.82308/7986","title":"Susceptibility to tetanus and diphtheria in recently arrived adult immigrants and refugees to Montreal, Quebec","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diphtheria; Tetanus; Seroprevalence; Vaccination; Immunity; Immigration; Epidemiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001819629,0.0004551145,0.0004712744,0.0001205772,0.00006398401,0.0001060436,0.0002275807,0.0006171981,0.00007936693],"category_scores_gemma":[0.0002429239,0.0004148649,0.00007396389,0.0001161634,0.00005102507,0.000008154043,0.00009212314,0.0002301526,0.00001329118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002622557,"about_ca_system_score_gemma":0.0001071033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02265665,"about_ca_topic_score_gemma":0.8091514,"domain_scores_codex":[0.9979506,0.00007669569,0.0004186456,0.001010476,0.000151674,0.0003919212],"domain_scores_gemma":[0.9987698,0.00001657497,0.0001106853,0.0005952266,0.0001947933,0.0003129248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001298763,0.0001153977,0.006268399,0.0001041446,0.00005957218,0.00001045795,0.0008873763,4.093751e-7,0.9330565,0.00001173219,0.0007127298,0.05747452],"study_design_scores_gemma":[0.001437028,0.0007769176,0.7837935,0.0001759903,0.00006911869,0.00001274658,0.001646179,0.000003415182,0.1868838,0.0001114582,0.02395556,0.001134246],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948347,0.0003687251,0.000007752687,0.000131548,0.0004475934,0.0007618841,0.00009547402,0.00002312708,0.003329249],"genre_scores_gemma":[0.9788408,0.0002488012,0.0004741646,0.0003857722,0.0001565437,0.00009127278,0.0008590254,0.00006586625,0.01887774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7864947,"threshold_uncertainty_score":0.9998303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003636054775402692,"score_gpt":0.2457549802473314,"score_spread":0.2421189254719288,"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."}}