{"id":"W1537979651","doi":"10.1155/2007/256945","title":"2007 Canadian Association of Gastroenterology Educational Needs Assessment Report","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Apheresis Group; Global Affairs Canada","funders":"","keywords":"Association (psychology); Medicine; Gastroenterology; Internal medicine; Medical education; 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":[0.003713269,0.0003630998,0.0004591702,0.003887952,0.00269956,0.00130583,0.001473841,0.001528529,0.04508216],"category_scores_gemma":[0.01572703,0.0004075568,0.0004949831,0.004819015,0.000487909,0.0006277676,0.001229618,0.001728158,0.004961838],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02027005,"about_ca_system_score_gemma":0.09550019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.804275,"about_ca_topic_score_gemma":0.895512,"domain_scores_codex":[0.9961638,0.0002739418,0.0003641175,0.0001059812,0.002535643,0.0005565424],"domain_scores_gemma":[0.9585021,0.002413542,0.0009185193,0.0003962442,0.0327383,0.005031287],"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":[0.00005394077,0.00009850018,0.01496766,0.000279791,0.00001253544,0.0001017226,0.0002153125,0.00006460754,0.00004775088,0.0005207103,0.9215466,0.06209076],"study_design_scores_gemma":[0.0001150432,0.00006903952,0.2244084,0.001379118,0.0000344489,0.0002880206,0.001935845,0.0003871036,0.0001867882,0.0005615837,0.7705619,0.00007274717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04288157,0.01208552,0.002200102,0.3214751,0.01126746,0.004434262,0.09632505,0.000651898,0.508679],"genre_scores_gemma":[0.3282131,0.05174095,0.0456995,0.03542309,0.002370351,0.008985041,0.194144,0.0003822856,0.3330417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.97973,"threshold_uncertainty_score":0.3937553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020121822270799,"score_gpt":0.2708516178935415,"score_spread":0.2606503996708335,"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."}}