{"id":"W2915871837","doi":"10.1155/2009/602835","title":"2009 Canadian Association of Gastroenterology Educational Needs Assessment Report","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Gastroenterology; Certification; Internal medicine; Disease; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002619957,0.0003095404,0.0004569028,0.004095205,0.002612075,0.001284429,0.001229045,0.0006286336,0.028152],"category_scores_gemma":[0.009079927,0.0003373179,0.0004940687,0.006744712,0.000365343,0.0004744749,0.0009178328,0.001050616,0.003473537],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02988135,"about_ca_system_score_gemma":0.08692597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9481527,"about_ca_topic_score_gemma":0.9777293,"domain_scores_codex":[0.9971383,0.000151226,0.0002251036,0.0001193595,0.001923831,0.0004421278],"domain_scores_gemma":[0.9771202,0.0005688391,0.0007378928,0.0002168725,0.01736873,0.003987432],"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":[0.00007301648,0.0001211901,0.06905681,0.0004375256,0.00002771898,0.0001123366,0.0004421151,0.0000702299,0.00008923567,0.0006339037,0.8617955,0.06714045],"study_design_scores_gemma":[0.00006553119,0.00004940995,0.5971375,0.0006137002,0.00002544928,0.0001453787,0.001201479,0.0001701758,0.00006321691,0.000148246,0.4003301,0.00004990141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1062162,0.0129398,0.001377875,0.0867553,0.004097478,0.005384766,0.3329644,0.0006400178,0.4496242],"genre_scores_gemma":[0.4426099,0.02780352,0.0193122,0.01432632,0.0007878137,0.006099314,0.3257424,0.000195363,0.1631233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9701186,"threshold_uncertainty_score":0.2168054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007731813170803261,"score_gpt":0.2669833980878698,"score_spread":0.2592515849170666,"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."}}