{"id":"W7042590363","doi":"","title":"Perception and Attitude of Lebanese IBD Patients During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Observational study; Quarter (Canadian coin); Health care; Coronavirus disease 2019 (COVID-19); Telemedicine; Perception","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006629947,0.0001803195,0.0002247307,0.0004096694,0.0006963584,0.0008540603,0.0001808185,0.0005249575,0.001829428],"category_scores_gemma":[0.001882905,0.0001374275,0.0003108087,0.0003619351,0.0004177753,0.000442689,0.0005108641,0.0005893335,0.0002347673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005404743,"about_ca_system_score_gemma":0.000437772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009404297,"about_ca_topic_score_gemma":0.008251517,"domain_scores_codex":[0.9995714,0.0001712628,0.00003210949,0.00003125841,0.00007336728,0.0001205945],"domain_scores_gemma":[0.9990928,0.0001324606,0.0003412137,0.0000166637,0.0001220645,0.0002947961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428034,0.0001861192,0.9832106,0.00005148793,0.00002396289,0.0006420895,0.01016347,0.00003381998,0.0005359088,0.00004728765,0.0004700152,0.004492491],"study_design_scores_gemma":[0.00001167294,0.0005605044,0.9440463,0.00007167411,0.00001804911,0.0006459163,0.05306007,0.0001749559,0.00009680477,0.00003410055,0.001260278,0.0000197753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990917,0.0001454374,0.0000087647,0.0002098345,0.000009931272,0.000004520226,0.00003286464,5.037502e-7,0.0004964026],"genre_scores_gemma":[0.9994957,0.0001334125,0.00001150458,0.0001461811,0.0000111855,0.000003709629,0.00002474737,3.838137e-7,0.0001731642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009404297,"threshold_uncertainty_score":0.01869911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433653086682055,"score_gpt":0.5048152369523784,"score_spread":0.3614499282841729,"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."}}