{"id":"W3012294885","doi":"10.1159/000506702","title":"Overcoming Workplace Disability in IBD Patients: An Observational Study","year":2020,"lang":"en","type":"article","venue":"Inflammatory Intestinal Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Logistic regression; Observational study; Inflammatory bowel disease; Disease; Physical therapy; Internal 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":[0.001748176,0.0003002085,0.0008364612,0.0008791776,0.001263733,0.001153183,0.0005943547,0.0009987411,0.001978908],"category_scores_gemma":[0.00449291,0.0005593208,0.0007609258,0.00189484,0.000526234,0.001014338,0.001082754,0.001558785,0.0005390833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007275729,"about_ca_system_score_gemma":0.0009568704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00809795,"about_ca_topic_score_gemma":0.01019275,"domain_scores_codex":[0.9985693,0.0004921096,0.000244069,0.0001939474,0.0002411421,0.0002594964],"domain_scores_gemma":[0.9961926,0.0007114735,0.00181741,0.0002275643,0.0003667061,0.0006842177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477559,0.0002685513,0.9978365,0.00005939987,0.00004245741,0.0001023941,0.0004650258,0.0000111489,0.00004496456,0.000008861116,0.0001773669,0.0008355777],"study_design_scores_gemma":[0.00007067944,0.0008594742,0.9951273,0.00007577505,0.00006398333,0.0003925091,0.002673279,0.0001109943,0.00001787356,0.00002018183,0.000574527,0.00001339756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988562,0.000315272,0.00004817124,0.00006191354,0.000006926323,0.00005521101,0.0003367476,0.000001393345,0.0003182187],"genre_scores_gemma":[0.9988154,0.0002627931,0.0001133926,0.0001414362,0.00001506433,0.0000823682,0.0004758972,0.000001428791,0.00009216535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00809795,"threshold_uncertainty_score":0.0161016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055369836217816,"score_gpt":0.2917081674283148,"score_spread":0.2511544690661367,"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."}}