{"id":"W2327752901","doi":"10.1097/01.npr.0000410280.60115.5c","title":"Opening doors for nonphysician colonoscopists","year":2012,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Economic shortage; Doors; Colonoscopy; Medicine; Physician assistants; Colorectal cancer; Health care; Medical emergency; Nursing; Business; Cancer; Nurse practitioners; Computer science; Political science; Internal medicine; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00860339,0.001163779,0.0006422948,0.001094465,0.004240099,0.004569565,0.0024364,0.02104883,0.1206437],"category_scores_gemma":[0.02422907,0.001095474,0.001146368,0.0003857084,0.002140076,0.00680944,0.005708995,0.01534507,0.02325675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666947,"about_ca_system_score_gemma":0.0100348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001790532,"about_ca_topic_score_gemma":0.006583969,"domain_scores_codex":[0.9943328,0.001437027,0.0004601693,0.0007308276,0.001365456,0.001673687],"domain_scores_gemma":[0.9405647,0.01015055,0.0025529,0.001816907,0.006118789,0.03879605],"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":[0.0001131345,0.0002268953,0.001741856,0.0002674607,0.000008574191,0.00126385,0.0002362201,0.00005144942,0.0007186446,0.001747592,0.9569314,0.03669291],"study_design_scores_gemma":[0.00009126492,0.0002494255,0.004584782,0.0005150134,0.00001009502,0.001538889,0.001718284,0.00009646927,0.0002598173,0.003414607,0.9874768,0.00004462645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003629164,0.008582436,0.002093579,0.8485669,0.1050611,0.0001880428,0.0001260586,0.0006235901,0.03112902],"genre_scores_gemma":[0.03579048,0.01260222,0.006350747,0.698009,0.127383,0.0004145586,0.0004475906,0.0003804511,0.118622],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1206437,"threshold_uncertainty_score":0.4035933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288798907277385,"score_gpt":0.3343703305378852,"score_spread":0.3054904398101467,"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."}}