{"id":"W4238930044","doi":"10.21203/rs.3.rs-68765/v1","title":"Challenges in Diagnosis of Food Allergies via Oral Food Challenges: A Qualitative Analysis of the Caregiver Perspective","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Manitoba; Western University","funders":"","keywords":"Perspective (graphical); Food allergy; Qualitative research; Allergy; Qualitative analysis; Environmental health; Medicine; Psychology; Sociology; Computer science; Immunology; Artificial intelligence; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009894082,0.000564879,0.0007571555,0.001304459,0.007001889,0.002971459,0.001253586,0.00104053,0.002741656],"category_scores_gemma":[0.01718462,0.0005713617,0.0004514638,0.001659009,0.003843498,0.002753283,0.003739557,0.001957354,0.0002178242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009138055,"about_ca_system_score_gemma":0.01000793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0858363,"about_ca_topic_score_gemma":0.1168421,"domain_scores_codex":[0.9950033,0.003236645,0.000201567,0.0002439456,0.0003928609,0.000921721],"domain_scores_gemma":[0.9864407,0.008960947,0.001311603,0.0002003465,0.001777997,0.00130836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002192365,0.00001913296,0.007673081,0.0001335141,0.000003992661,0.0005580207,0.9886491,0.00001373307,0.0001891825,0.0002218405,0.0003764009,0.002140003],"study_design_scores_gemma":[0.000001210899,0.00001479201,0.00215027,0.00009379757,0.000002269342,0.00007083305,0.9960801,0.0000205878,0.00004063405,0.0000313051,0.001489636,0.000004452058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936912,0.0008975962,0.0006051747,0.00204945,0.00004989354,0.0001111124,0.0001837431,0.000006088947,0.002405756],"genre_scores_gemma":[0.9966737,0.001203506,0.000349892,0.0005333781,0.00001171363,0.0001404348,0.00007645566,0.00001042743,0.001000579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0858363,"threshold_uncertainty_score":0.1706733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3447680829392894,"score_gpt":0.4945981928739365,"score_spread":0.1498301099346471,"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."}}