{"id":"W2107889758","doi":"","title":"Outcomes of 1949 endoscopic procedures: performed by a Canadian rural family physician.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Referral; Perforation; Endoscopy; Colorectal cancer; Tertiary referral hospital; General surgery; Adenoma; Bleed; Surgery; Internal medicine; Cancer; Retrospective cohort study; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007620839,0.000110387,0.0002494619,0.0001243112,0.0000523102,0.00001017548,0.00005952003,0.00005955482,0.000004754159],"category_scores_gemma":[0.0001011101,0.00009281567,0.00007592866,0.0002148902,0.00002717804,0.00006253615,0.000004954887,0.000116408,0.000004156135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843322,"about_ca_system_score_gemma":0.0001956687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01616674,"about_ca_topic_score_gemma":0.009096066,"domain_scores_codex":[0.9991482,0.00001074012,0.0001615004,0.0001339222,0.0001923315,0.000353292],"domain_scores_gemma":[0.9994884,0.00001773877,0.00005459417,0.0001422752,0.00005409707,0.0002429045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00104303,0.0001594466,0.1042143,0.0001046189,0.0001346213,0.000009211653,0.0004265279,0.000002974499,0.002413706,0.00004018677,0.0150329,0.8764185],"study_design_scores_gemma":[0.001025171,0.0004167569,0.9917634,0.00002282496,0.00004429161,0.000003568304,0.0001737127,0.00002300623,0.004577329,0.00003430117,0.001834939,0.00008073456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979233,0.0004378359,0.000009442804,0.001206146,0.0001401139,0.0006172375,0.00001275372,0.00005872376,0.0182848],"genre_scores_gemma":[0.9958934,0.0000176986,0.0000336173,0.002743004,0.00008808543,0.00017934,0.00001381217,0.000009187808,0.001021848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8875491,"threshold_uncertainty_score":0.9903847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227979762732874,"score_gpt":0.2306137010822681,"score_spread":0.2183339034549393,"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."}}