{"id":"W1496430659","doi":"10.15537/smj.2015.6.11519","title":"Assessment of knowledge of celiac disease among health care professionals","year":2015,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"King Khalid University; Dalhousie University; King Saud University; King Faisal Specialist Hospital and Research Centre","keywords":"Medicine; Family medicine; Disease; Public health; Health professionals; Health care; Cross-sectional study; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001680427,0.0001159052,0.0004455453,0.0001945961,0.00006132455,0.000007084712,0.0001837664,0.00005527292,0.0006886005],"category_scores_gemma":[0.001006153,0.0000793869,0.0001909888,0.0002019011,0.0002186767,0.00006270376,0.0001826743,0.0004825727,0.000008206132],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634743,"about_ca_system_score_gemma":0.008626109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002515192,"about_ca_topic_score_gemma":0.00001023997,"domain_scores_codex":[0.9965676,0.0002639347,0.0006072696,0.0001553337,0.002042584,0.0003632837],"domain_scores_gemma":[0.9949315,0.00006730125,0.0002592888,0.0002356402,0.0006848557,0.003821403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001140151,0.005814388,0.3222322,0.007501485,0.0006797712,0.00110049,0.002772927,0.000008565945,0.00005997576,0.002273171,0.4318694,0.2245474],"study_design_scores_gemma":[0.008370224,0.001619207,0.9297424,0.006156737,0.0002231156,0.00005512641,0.008280096,0.0005406653,0.00007844538,0.0004671922,0.04426811,0.0001987054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7866912,0.104688,0.005208864,0.05283423,0.002470125,0.002869301,0.0001398011,0.00007973626,0.04501883],"genre_scores_gemma":[0.9970272,0.001121323,0.0004454088,0.0004513046,0.0003998273,0.00001471895,0.00003508528,0.00001466814,0.0004905186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6075101,"threshold_uncertainty_score":0.9969941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04121577026552516,"score_gpt":0.449672648308769,"score_spread":0.4084568780432439,"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."}}