{"id":"W1258956134","doi":"10.1155/2009/150623","title":"Outpatient Screening Endoscopy: Why Not the Standard of Care?","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital; Rogers Communications (Canada)","funders":"Government of Ontario","keywords":"Endoscopy; Medicine; Standard of care; Medical physics; General surgery; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04881258,0.0007955044,0.002262206,0.002418864,0.002045733,0.006620305,0.00401911,0.009282473,0.005081753],"category_scores_gemma":[0.1259078,0.0007200049,0.001022583,0.002510363,0.007193396,0.009900788,0.003000773,0.02178375,0.001914285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00809823,"about_ca_system_score_gemma":0.009805742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01706239,"about_ca_topic_score_gemma":0.03295474,"domain_scores_codex":[0.9678538,0.009096429,0.004233639,0.002074248,0.01511743,0.00162439],"domain_scores_gemma":[0.8581394,0.05566403,0.009191783,0.003922349,0.0554635,0.01761894],"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":[0.000437222,0.0002044333,0.01192869,0.002968255,0.0002370983,0.0006726707,0.001131641,0.0003327678,0.0006634631,0.02340213,0.6548747,0.303147],"study_design_scores_gemma":[0.0006634044,0.001050783,0.07852238,0.03346578,0.0007000671,0.006582417,0.01480581,0.002795993,0.001071155,0.1204761,0.7392826,0.000583544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002325929,0.05058507,0.002174689,0.9303045,0.01046681,0.00002588674,0.00009126813,0.00008246332,0.003943272],"genre_scores_gemma":[0.141931,0.1600545,0.01840105,0.6214033,0.05312508,0.0002528957,0.0007490251,0.0003992165,0.003684028],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04881258,"threshold_uncertainty_score":0.2581487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436395205437244,"score_gpt":0.247929593941886,"score_spread":0.2335656418875136,"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."}}