{"id":"W7161995302","doi":"10.82308/38762","title":"The prevalence of food allergy in Canada: a focus on vulnerable populations","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Allergy; Penicillin allergy; Food allergy","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":[0.0006991976,0.0002191186,0.000289001,0.00227081,0.002314228,0.001416597,0.0006275219,0.000450675,0.002384427],"category_scores_gemma":[0.002290778,0.000220956,0.0004930981,0.004628398,0.0006907866,0.000568117,0.001073104,0.0005717918,0.0001538318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01852639,"about_ca_system_score_gemma":0.03219837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937296,"about_ca_topic_score_gemma":0.9952122,"domain_scores_codex":[0.9988276,0.00007948931,0.00006608466,0.0001330997,0.000531206,0.000362539],"domain_scores_gemma":[0.9980654,0.0001502514,0.0004031781,0.00004768535,0.0008352898,0.0004982571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005381938,0.00002066787,0.9802375,0.0001335984,0.00005755988,0.0001591355,0.002461903,0.00009692931,0.0003493371,0.0003651974,0.001537561,0.01452674],"study_design_scores_gemma":[0.000002732649,0.00001650512,0.9959311,0.00005848191,0.00002280956,0.0000644539,0.001708543,0.0001006126,0.00006193584,0.0000494794,0.001974754,0.000008565592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830266,0.003551865,0.0002231963,0.002662475,0.0000294529,0.00005455485,0.003643348,0.00001253194,0.006796062],"genre_scores_gemma":[0.9950433,0.002619393,0.0002435707,0.0003666535,0.00001196674,0.00002006776,0.0006084598,0.000004599085,0.001081935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01852639,"threshold_uncertainty_score":0.134419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158635764631274,"score_gpt":0.3225701040475468,"score_spread":0.2809837464012341,"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."}}