{"id":"W145812156","doi":"10.1155/2007/258760","title":"Endoscopy by Nonphysicians","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Washington","keywords":"Health care; Medicine; Nursing; Family medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003318112,0.0005477413,0.0004712076,0.0009459214,0.001061158,0.001548564,0.0007434337,0.001018354,0.02965335],"category_scores_gemma":[0.01016811,0.0003581413,0.0006110307,0.0007835261,0.001057035,0.001486604,0.001826265,0.001081961,0.0115112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009957792,"about_ca_system_score_gemma":0.003197534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002767262,"about_ca_topic_score_gemma":0.004899513,"domain_scores_codex":[0.9975905,0.0007604486,0.0001764652,0.0005266765,0.0005755894,0.0003702562],"domain_scores_gemma":[0.9951494,0.001732569,0.0007297848,0.0005086779,0.0006538998,0.001225685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007465257,0.001204062,0.05992908,0.002391581,0.0001100078,0.004127662,0.003748473,0.0001247089,0.01274792,0.006982558,0.1022735,0.8056138],"study_design_scores_gemma":[0.0002345801,0.002334852,0.101377,0.002470745,0.00008920365,0.0372306,0.003617989,0.0003942469,0.005547393,0.00668051,0.8399144,0.0001085325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2837772,0.2383049,0.06788388,0.06076698,0.01105006,0.001159212,0.0008856172,0.002105263,0.3340669],"genre_scores_gemma":[0.6245126,0.1220893,0.03486726,0.05301245,0.007842029,0.0003962169,0.001073298,0.0003785745,0.1558282],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02965335,"threshold_uncertainty_score":0.09920031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008548216705367534,"score_gpt":0.2422299757039449,"score_spread":0.2336817589985773,"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."}}