{"id":"W2916338064","doi":"10.1155/2012/623037","title":"2012 Canadian Association of Gastroenterology Educational Needs Assessment Report","year":2012,"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":"Global Affairs Canada","funders":"","keywords":"Association (psychology); Medicine; Gastroenterology; Internal medicine; Family medicine; Medical physics; Psychology","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":[0.002970658,0.0003087496,0.0005151901,0.004231129,0.002513948,0.001320473,0.001179851,0.0006983125,0.02977585],"category_scores_gemma":[0.009815896,0.0003607109,0.0005509321,0.007749991,0.0003791741,0.0004827432,0.00108622,0.001157661,0.00412416],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02328874,"about_ca_system_score_gemma":0.07180471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9079611,"about_ca_topic_score_gemma":0.9654419,"domain_scores_codex":[0.9972795,0.0001818459,0.0002625094,0.0001216969,0.001701904,0.0004525567],"domain_scores_gemma":[0.9729996,0.0007444691,0.001029979,0.0002903225,0.02007262,0.004862968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007911417,0.0001558866,0.08282734,0.000541931,0.00003079015,0.0001046817,0.0004472362,0.00006472721,0.00008655108,0.0005304,0.8371901,0.07794137],"study_design_scores_gemma":[0.00007971839,0.00005362784,0.6382328,0.0008769621,0.00002982199,0.0001394099,0.001338349,0.0001693397,0.00006609435,0.0001617052,0.3588023,0.00004991943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1108814,0.01735056,0.001832736,0.09877329,0.004662424,0.006289637,0.2943991,0.0007967222,0.4650142],"genre_scores_gemma":[0.4471261,0.04027229,0.02425873,0.01679166,0.001064936,0.008519062,0.3106061,0.0002489795,0.1511121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9767113,"threshold_uncertainty_score":0.1851619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040311602936313,"score_gpt":0.2731774468595151,"score_spread":0.262774330830152,"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."}}