{"id":"W2916497970","doi":"10.1155/2003/125203","title":"2003 CAG Educational Needs Assessment Report","year":2003,"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":"Canadian Association of Gastroenterology; Victoria General Hospital","funders":"","keywords":"Medicine; Disease; Needs assessment; Pancreatitis; Gastroenterology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005399558,0.0003548387,0.0003784829,0.005046913,0.002736667,0.001448561,0.001383098,0.0008086528,0.01400489],"category_scores_gemma":[0.01434408,0.0003246865,0.0007166936,0.005363734,0.0002871419,0.000688696,0.001061586,0.001279932,0.00342429],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03158098,"about_ca_system_score_gemma":0.06134235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.832936,"about_ca_topic_score_gemma":0.9063532,"domain_scores_codex":[0.9961286,0.0003018528,0.0003798889,0.0001559764,0.00245014,0.0005835568],"domain_scores_gemma":[0.9639919,0.001011428,0.00136321,0.0003814752,0.02848187,0.004770034],"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":[0.0001691379,0.0005349683,0.2245853,0.0003049847,0.00003968461,0.00012967,0.001552615,0.0003429358,0.0001908791,0.0007328598,0.6940441,0.07737296],"study_design_scores_gemma":[0.00005147447,0.0001452397,0.7103994,0.0003429402,0.00002870365,0.0001116965,0.003415888,0.0003931946,0.0002368386,0.0001641048,0.2846595,0.00005100882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2930348,0.003097954,0.001757918,0.05177282,0.002132236,0.01101915,0.2949885,0.001042795,0.3411538],"genre_scores_gemma":[0.5967664,0.005649289,0.01322371,0.01085867,0.0004584194,0.01066046,0.2617655,0.0002259817,0.1003916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.968419,"threshold_uncertainty_score":0.3360958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118301136788734,"score_gpt":0.2809534201718508,"score_spread":0.2697704088039635,"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."}}