{"id":"W4399820374","doi":"10.1111/cea.14522","title":"<scp>COFAITH</scp> and <scp>COMFA</scp>: A Collective Roadmap for Past and Future Food Allergy Clinical Trials and Observational Research on Interventions","year":2024,"lang":"en","type":"article","venue":"Clinical & Experimental Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Observational study; Psychological intervention; Food allergy; Medicine; Allergy; Immunology; Internal medicine; Nursing","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":[0.1637822,0.001511549,0.004557139,0.005375652,0.002170874,0.01232223,0.005417645,0.01221733,0.07567957],"category_scores_gemma":[0.3136569,0.001073482,0.003648749,0.006580087,0.004396062,0.01284441,0.01373821,0.01356442,0.02291178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01100886,"about_ca_system_score_gemma":0.05354986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006880196,"about_ca_topic_score_gemma":0.008840228,"domain_scores_codex":[0.8614533,0.1023734,0.01297189,0.004635669,0.01613064,0.002435118],"domain_scores_gemma":[0.3877332,0.4503524,0.02264787,0.02625427,0.08488555,0.0281267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008038446,0.0002368888,0.001145201,0.01641497,0.0003699065,0.0001237354,0.0004468702,0.0006761689,0.0003416642,0.02612185,0.5080038,0.4453152],"study_design_scores_gemma":[0.000978673,0.0005639095,0.005608049,0.1003068,0.0003425138,0.0002200624,0.0009298617,0.001421395,0.0003420665,0.05154477,0.837576,0.000165844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001229189,0.1556603,0.02181547,0.7490932,0.02171999,0.005242018,0.006802709,0.001515228,0.03692194],"genre_scores_gemma":[0.04127307,0.2141483,0.2508745,0.3696256,0.04450193,0.03388843,0.02113453,0.00232623,0.02222732],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1637822,"threshold_uncertainty_score":0.8661735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4579124813379878,"score_gpt":0.5571211956057658,"score_spread":0.099208714267778,"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."}}