{"id":"W2069528603","doi":"10.1097/00054725-200311000-00003","title":"Evaluation of Educational Programs in Inflammatory Bowel Disease","year":2003,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Inflammatory bowel disease; Family medicine; Disease; General knowledge; Internal medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001293405,0.0004594569,0.0002410561,0.0002693317,0.0001230772,0.00006181369,0.0004163529,0.0001970265,0.0004721423],"category_scores_gemma":[0.002013035,0.0005065167,0.0003140616,0.0001710322,0.000363152,0.00005493132,0.0001086888,0.0001481665,0.00008199635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768766,"about_ca_system_score_gemma":0.00328256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005672657,"about_ca_topic_score_gemma":0.00009851968,"domain_scores_codex":[0.9956156,0.0009015413,0.0008739946,0.0007613209,0.001264243,0.000583328],"domain_scores_gemma":[0.9971374,0.00004849557,0.0003664194,0.001040418,0.0007945893,0.000612621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004782316,0.00076801,0.9873136,0.0003114302,0.0001176018,0.00006681369,0.00008646366,0.002682924,0.00209591,0.004405366,0.0007767662,0.0008968445],"study_design_scores_gemma":[0.002211351,0.00004605945,0.9898677,0.0001396659,0.0002733512,0.000004307966,0.000144696,0.0004767757,0.0006339841,0.003656053,0.001965506,0.0005805877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933488,0.002394566,0.0000120749,0.0000655637,0.0003679315,0.001383759,0.0001025143,0.00003619148,0.002288596],"genre_scores_gemma":[0.9979007,0.00005885246,0.00008314297,0.0001053054,0.0002498301,0.0008630391,0.000410462,0.00007901747,0.0002496289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004551919,"threshold_uncertainty_score":0.9997386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670336971861025,"score_gpt":0.2684434627195756,"score_spread":0.2517400930009653,"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."}}