{"id":"W4243513522","doi":"10.26226/morressier.596648e4d462b80290b5218c","title":"Impact of the SEE Colonoscopy Skills Improvement Course in Newfoundland: Survey of Course Participants","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Course (navigation); Colonoscopy; Medical education; Psychology; Short course; Medicine; Engineering; Pediatrics; Colorectal cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00148716,0.0001586175,0.0002100354,0.0004742569,0.0007330068,0.0007783919,0.0005295653,0.0006760606,0.003448102],"category_scores_gemma":[0.00375624,0.0002302155,0.000289379,0.0005781386,0.0003729298,0.0005865907,0.001306828,0.001006874,0.0005820991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005089831,"about_ca_system_score_gemma":0.007276863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5911562,"about_ca_topic_score_gemma":0.7940771,"domain_scores_codex":[0.9988798,0.0001801313,0.00005716953,0.0001317874,0.0002513033,0.0004998496],"domain_scores_gemma":[0.9960842,0.0003431036,0.0008570562,0.0001198524,0.0005820719,0.002013664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002224562,0.0007119764,0.9858981,0.00002914784,0.00004043401,0.00007302916,0.001244652,0.0001095964,0.0004932965,0.00005002171,0.002376654,0.008750643],"study_design_scores_gemma":[0.000004184692,0.00007237145,0.9984101,0.000009708251,0.000005828893,0.000007971834,0.0009503904,0.00003825499,0.00003925061,0.00000338917,0.0004552084,0.00000331755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969391,0.00006018503,0.00003169723,0.0005384073,0.00001015198,0.00003053015,0.001060637,0.000003502147,0.001325902],"genre_scores_gemma":[0.9940485,0.0001806214,0.0001303155,0.0004648383,0.0000140253,0.00004464472,0.0009869947,0.000006199106,0.004123911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5911562,"threshold_uncertainty_score":0.822503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04943879794841314,"score_gpt":0.3886514282557177,"score_spread":0.3392126303073045,"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."}}