{"id":"W329285774","doi":"10.1155/2013/353760","title":"Mechanical Analysis of Insertion Problems and Pain During Colonoscopy: Why Highly Skill-Dependent Colonoscopy Routines are Necessary in the First Place... and How They May be Avoided","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Medicine; Transverse colon; Surgery; Colorectal cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001354566,0.0005100172,0.0006708474,0.0034535,0.0004386291,0.001669872,0.0005320903,0.0009993946,0.002076433],"category_scores_gemma":[0.005001312,0.0001865389,0.001063011,0.00272933,0.00103105,0.001602316,0.000423179,0.0006420699,0.0003064116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350269,"about_ca_system_score_gemma":0.003788858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00857384,"about_ca_topic_score_gemma":0.01832837,"domain_scores_codex":[0.998902,0.0003120638,0.0001645763,0.0001116899,0.0004299115,0.00007988189],"domain_scores_gemma":[0.9971072,0.001350092,0.0007361906,0.00004470584,0.0007074531,0.00005431319],"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":[0.0003452479,0.0001039013,0.02631644,0.1061973,0.0007073166,0.001667998,0.002398466,0.0005519751,0.005590478,0.005116489,0.01123684,0.8397675],"study_design_scores_gemma":[0.0001199905,0.001489433,0.4218856,0.1432884,0.005504018,0.02421755,0.01812312,0.001370286,0.007466702,0.01316232,0.3630029,0.0003696139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02100639,0.9647954,0.001869361,0.006495797,0.0003898521,0.00009188562,0.0003402884,0.00002695243,0.004984109],"genre_scores_gemma":[0.1585057,0.8331884,0.004144266,0.002206814,0.0004340732,0.00007435816,0.0003387493,0.00001168941,0.001095977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00857384,"threshold_uncertainty_score":0.01704782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613094007749021,"score_gpt":0.2617089725964796,"score_spread":0.2355780325189894,"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."}}