{"id":"W3033118250","doi":"10.1016/j.gie.2020.03.3242","title":"Tu1070 EVALUATING THE IMPACT OF ATTENDING PHYSICIAN CAREER PHASE ON ENDOSCOPIC ULTRASOUND (EUS) WITH FINE NEEDLE ASPIRATION (FNA) SAFETY AND EFFICIENCY","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Fine-needle aspiration; Endoscopic ultrasound; Radiology; Endoscopy; Medical physics; General surgery; Surgery; Biopsy","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":[0.005904997,0.0003277014,0.0005483133,0.0006615527,0.0004845892,0.0009687962,0.0005964141,0.0006854812,0.00529781],"category_scores_gemma":[0.02294704,0.0001903496,0.001564215,0.0007878004,0.0003429149,0.0008626612,0.0007223925,0.0008104885,0.0009519291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507016,"about_ca_system_score_gemma":0.002743016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004593868,"about_ca_topic_score_gemma":0.005519462,"domain_scores_codex":[0.9973405,0.001261723,0.0001817582,0.0002137847,0.0004410542,0.0005611696],"domain_scores_gemma":[0.9767541,0.01033429,0.005307011,0.0005606025,0.002882841,0.004161125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02861408,0.002628119,0.9048038,0.0002637299,0.001051544,0.00009015288,0.0003102794,0.001350754,0.0009718348,0.0002499558,0.002940859,0.05672483],"study_design_scores_gemma":[0.000723664,0.02069108,0.9682093,0.0000802496,0.0008772696,0.0001471357,0.0005266223,0.004552804,0.00115778,0.0001443742,0.002855875,0.00003384592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972528,0.0002070136,0.0002576631,0.0002524039,0.00004945023,0.0000510288,0.0004670783,0.0000173576,0.001445252],"genre_scores_gemma":[0.9971602,0.0001145787,0.0005781473,0.0001300978,0.00005606431,0.0000981049,0.0007210278,0.00001858467,0.001123229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005904997,"threshold_uncertainty_score":0.03122902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06664477401475227,"score_gpt":0.3862547085595076,"score_spread":0.3196099345447553,"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."}}