{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002396523,0.00007330919,0.0001050926,0.00003144189,0.0002042863,0.00001956826,0.00003929763,0.00004088609,0.0001174292],"category_scores_gemma":[0.0001059694,0.00005056164,0.0000635878,0.0001145167,0.00003246302,0.000233972,0.000006494928,0.0001339463,0.0001067628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007858289,"about_ca_system_score_gemma":0.00003892661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007103531,"about_ca_topic_score_gemma":0.00001169807,"domain_scores_codex":[0.9994701,0.00003053015,0.00009335269,0.00009460454,0.0001167441,0.0001946358],"domain_scores_gemma":[0.9995001,0.000133108,0.00007233232,0.0001592957,0.00006377119,0.00007139496],"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":[0.1278222,0.00408247,0.04156355,0.0006829103,0.001661679,0.00002012126,0.03173298,0.0003815306,0.1403478,0.03954386,0.3082201,0.3039408],"study_design_scores_gemma":[0.004988614,0.004972177,0.1428142,0.0002777882,0.0008722416,0.0004393938,0.00343101,0.001310993,0.07693722,0.0009546148,0.7624446,0.0005571759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901052,0.0004297422,0.01009461,0.01257947,0.002227132,0.001463418,0.00001492574,0.0002247175,0.07191399],"genre_scores_gemma":[0.994093,0.000003314714,0.001157073,0.000998653,0.001086242,0.0001930079,0.00001895359,0.00001657261,0.002433205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4542245,"threshold_uncertainty_score":0.2061844,"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."}}