{"id":"W4399171845","doi":"10.1007/s10620-024-08486-7","title":"Unauthentic Information About Celiac Disease on Social Networking Pages: Is It a Matter of Concern in Celiac Disease Management?","year":2024,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Hepatology; Disease; Medicine; Transplant surgery; Internal medicine; Gastroenterology; Intensive care medicine","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":[0.002846497,0.0002310099,0.0005582921,0.002505822,0.0009289237,0.003351686,0.0004660224,0.001510844,0.03784477],"category_scores_gemma":[0.03249963,0.000178724,0.0003494702,0.002473415,0.0006112948,0.003058555,0.001118289,0.001201163,0.005764648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005486748,"about_ca_system_score_gemma":0.001090907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060074,"about_ca_topic_score_gemma":0.005347388,"domain_scores_codex":[0.9973871,0.001294305,0.0003310096,0.0001573647,0.000609407,0.0002209032],"domain_scores_gemma":[0.9748363,0.01139258,0.005923901,0.000981924,0.003328332,0.003536957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005221464,0.0005253408,0.2604272,0.002718466,0.0001849183,0.001085192,0.003251191,0.00009042312,0.0007277821,0.003079812,0.1798273,0.5475603],"study_design_scores_gemma":[0.0001920533,0.0005695107,0.4587351,0.01085715,0.0006064053,0.004823079,0.009590591,0.0008489708,0.0006313578,0.007587834,0.5054296,0.0001283518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2373632,0.1205441,0.001984362,0.2783324,0.01054299,0.0004195236,0.007647536,0.0004009212,0.342765],"genre_scores_gemma":[0.8074992,0.06438588,0.003873446,0.05111156,0.02896207,0.0002793022,0.003949238,0.0001679809,0.0397713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03784477,"threshold_uncertainty_score":0.1266034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047214282907022,"score_gpt":0.3387349539405477,"score_spread":0.2982628111114775,"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."}}