{"id":"W2339115352","doi":"10.1056/jg200902270000001","title":"Colonoscopy-Related Bleeding and Perforation","year":2009,"lang":"en","type":"article","venue":"Journal watch","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Nova scotia; Perforation; General surgery; Population; Surgery; Internal medicine; Colorectal cancer; Environmental health; Cancer","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":[0.0007285404,0.0001686954,0.0002622451,0.001586878,0.0003220967,0.0008310557,0.0003201041,0.0004589978,0.003150648],"category_scores_gemma":[0.009825754,0.0001758413,0.0005502184,0.002520329,0.0004677307,0.0004356011,0.000518001,0.0006861247,0.0002512127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181933,"about_ca_system_score_gemma":0.0008284047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04241253,"about_ca_topic_score_gemma":0.05588134,"domain_scores_codex":[0.9985214,0.0002423572,0.0002091614,0.0001646117,0.00061584,0.0002466518],"domain_scores_gemma":[0.9926518,0.001177094,0.004296282,0.0002532802,0.0007187247,0.0009028232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001809546,0.00001355571,0.994363,0.0000686667,0.00008303451,0.0001072186,0.00004355615,0.00004630553,0.00007062044,0.00008524391,0.0005471316,0.004390715],"study_design_scores_gemma":[0.000004013367,0.00002771998,0.9986663,0.00003791666,0.00002859562,0.0006180456,0.00006653006,0.00005910877,0.00002967576,0.00004955741,0.0004083189,0.000004233519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.97325,0.0117531,0.0002230304,0.0006832918,0.00004797167,0.00003935519,0.004497273,0.00002218169,0.009483895],"genre_scores_gemma":[0.9964254,0.002029019,0.0001102687,0.00006883728,0.00004066787,0.00000738273,0.001007809,0.000002275296,0.0003082279],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04241253,"threshold_uncertainty_score":0.08433127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195150368707848,"score_gpt":0.2791855251639566,"score_spread":0.2672340214768781,"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."}}