{"id":"W4245383786","doi":"10.32920/14637474","title":"Celiac Disease: Internet Resources","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Disease; The Internet; Business; Computer science; Medicine; World Wide Web; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003848215,0.001940628,0.001634141,0.004170203,0.0006591603,0.003938122,0.00106845,0.001887657,0.3409958],"category_scores_gemma":[0.002427241,0.0007577304,0.0005442516,0.01075779,0.0003148477,0.002460262,0.001929715,0.00124141,0.2618738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008427267,"about_ca_system_score_gemma":0.0006421675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004478913,"about_ca_topic_score_gemma":0.003995928,"domain_scores_codex":[0.9996911,0.00004247835,0.00002200965,0.00004558506,0.0001550583,0.00004377467],"domain_scores_gemma":[0.9991511,0.0002284873,0.00005972624,0.0001616706,0.0001740696,0.0002249941],"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":[0.00008664622,0.00008273835,0.0005569937,0.0002688875,0.00002433255,0.0001624532,0.00006031778,0.0006190889,0.0007326496,0.01031092,0.9351705,0.05192457],"study_design_scores_gemma":[0.0001027115,0.00001037599,0.00254172,0.0001699579,0.00003399444,0.0003466331,0.00007897208,0.002298652,0.0009719603,0.02095974,0.9724522,0.00003316028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006615764,0.006752109,0.0157189,0.007416834,0.001931995,0.0002116115,0.3566334,0.04396399,0.5607554],"genre_scores_gemma":[0.05130044,0.01074073,0.0167884,0.001573255,0.002916994,0.0002862379,0.5902991,0.01616061,0.3099342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3409958,"threshold_uncertainty_score":0.9399895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009892985665512109,"score_gpt":0.243734981967371,"score_spread":0.2338419963018589,"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."}}