{"id":"W2785475402","doi":"10.5206/wurjhns.2017-18.17","title":"Western Faculty Profile: Dr. Carole Creuzenet","year":2017,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biochemist; Microbiology; Library science; Campylobacter jejuni; Medicine; Medical education; Biology; History; Classics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003898541,0.0002396697,0.0004990685,0.0003463226,0.005318868,0.0006097357,0.000583149,0.0001095404,0.00000559583],"category_scores_gemma":[0.0005622096,0.0001537458,0.00007858691,0.0002639901,0.001939095,0.000775695,0.000431302,0.001905157,0.00005357663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201798,"about_ca_system_score_gemma":0.0007977028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004021034,"about_ca_topic_score_gemma":0.0006782995,"domain_scores_codex":[0.9954475,0.0004659949,0.0004901312,0.0004638287,0.001386106,0.001746399],"domain_scores_gemma":[0.9972258,0.0001391238,0.000352087,0.0003257829,0.0004592951,0.001497896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002310486,0.0000720163,0.9702227,0.0001005432,0.00007708918,0.00008596364,0.0004427032,2.031159e-7,0.0001238015,0.0000427617,0.00278238,0.0258188],"study_design_scores_gemma":[0.001896179,0.002839641,0.9775262,0.0005081926,0.00002071867,0.002454623,0.0006299898,0.00007098663,0.0000897955,0.0005001655,0.01329339,0.0001701358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.769411,0.005832958,0.000008260999,0.2235442,0.0004766172,0.0003693873,0.000009453303,0.00002672451,0.0003214716],"genre_scores_gemma":[0.9886561,0.005893056,0.0002333759,0.001352688,0.000533894,0.00001147717,0.000008315472,0.00001510014,0.003296015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221915,"threshold_uncertainty_score":0.9959761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1344197206485973,"score_gpt":0.4656049204240002,"score_spread":0.3311851997754029,"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."}}