{"id":"W4318466529","doi":"10.22541/au.167506211.12408507/v1","title":"An alternative path to oral tolerance","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Path (computing); Computer science; Computer network","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000949365,0.0003675172,0.000560749,0.0008155443,0.00116782,0.005178708,0.001162227,0.002475529,0.05367259],"category_scores_gemma":[0.005122317,0.0002325274,0.0009168276,0.0006259361,0.002848503,0.005550754,0.003532336,0.002821021,0.005037719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009105904,"about_ca_system_score_gemma":0.001394704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007927155,"about_ca_topic_score_gemma":0.000579435,"domain_scores_codex":[0.9986546,0.0003735644,0.00005591034,0.0002503828,0.000382546,0.0002830213],"domain_scores_gemma":[0.9981385,0.0005454431,0.0001521799,0.0003928241,0.0004774188,0.0002936555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001279249,0.0001118997,0.0009608433,0.0001395113,0.00002120592,0.0004312865,0.0008889934,0.0002463521,0.00188857,0.9285957,0.009743187,0.05684462],"study_design_scores_gemma":[0.00004548196,0.0001207452,0.001429795,0.0001338681,0.00001536479,0.0007935652,0.001049844,0.001166504,0.0009552895,0.9254893,0.06878231,0.00001803488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1134837,0.006050945,0.07848737,0.0656933,0.00650923,0.0001149602,0.00076665,0.0003582037,0.7285357],"genre_scores_gemma":[0.7783776,0.003562087,0.03269993,0.008609102,0.003095578,0.0001806356,0.0003919013,0.0002398166,0.1728433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05367259,"threshold_uncertainty_score":0.1795527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586897335717412,"score_gpt":0.5031291459254159,"score_spread":0.3444394123536747,"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."}}