{"id":"W2345657203","doi":"10.1016/j.bpg.2016.04.006","title":"Training non-physicians to do endoscopy: Feasibility, effectiveness and cost-effectiveness","year":2016,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; Cancer Care Ontario; Ontario Institute for Cancer Research; Health Sciences Centre; Thunder Bay Regional Health Sciences Centre; University of Toronto; SickKids Foundation; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Remuneration; Endoscopy; Context (archaeology); Nursing; Medical education; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02001434,0.0006583661,0.003789131,0.0006813793,0.000292714,0.0001447499,0.0004632624,0.0008166499,0.00004614358],"category_scores_gemma":[0.02379663,0.0005074571,0.0007692041,0.0007368089,0.0009075357,0.0003067947,0.0008777695,0.003915651,0.0003033549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008051581,"about_ca_system_score_gemma":0.0009659803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475235,"about_ca_topic_score_gemma":0.00008648939,"domain_scores_codex":[0.9788845,0.01522958,0.001311422,0.002094658,0.0009803565,0.001499493],"domain_scores_gemma":[0.9684534,0.02798066,0.0005177829,0.001110823,0.00100699,0.0009303371],"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":[0.04060386,0.001072302,0.00213232,0.005422127,0.0006089124,0.0002935671,0.00005767597,2.942066e-7,0.00001129817,0.00001193282,0.0001359108,0.9496498],"study_design_scores_gemma":[0.004732104,0.08194087,0.004483149,0.03451694,0.001291033,0.00141413,0.0001682099,0.000005475168,0.000004300443,0.00005131536,0.8710663,0.0003261312],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03352459,0.930733,0.007502825,0.001497278,0.002573323,0.02103687,0.0002171717,0.0002200715,0.002694885],"genre_scores_gemma":[0.02210495,0.9721212,0.000792155,0.0003510386,0.001487056,0.00285385,0.00003230126,0.000161588,0.00009588047],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9493237,"threshold_uncertainty_score":0.9997377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.32026912136022,"score_gpt":0.5743847902317478,"score_spread":0.2541156688715279,"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."}}