{"id":"W1965169446","doi":"10.1016/j.giec.2004.04.008","title":"Electronic endoscopic information systems: what is out there?","year":2004,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy Clinics of North America","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; University of British Columbia Hospital; St. Paul's Hospital; McGill University; University of British Columbia","funders":"","keywords":"Medicine; Simple (philosophy); Key (lock); Data science; Computer science; Computer security; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003309576,0.000719898,0.002756742,0.0004854459,0.0000899123,0.0001166227,0.0003581146,0.0001724748,0.00005852629],"category_scores_gemma":[0.0006302541,0.0006220714,0.0009470144,0.000704174,0.0002267683,0.0005487514,0.0001099629,0.00134668,0.0003449749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006703761,"about_ca_system_score_gemma":0.002816044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002619854,"about_ca_topic_score_gemma":0.00002755064,"domain_scores_codex":[0.9958099,0.0001885062,0.001995826,0.0005539819,0.0006840272,0.0007677334],"domain_scores_gemma":[0.9956095,0.0006100874,0.002249991,0.0008099898,0.0004246121,0.0002958167],"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":[0.001014391,0.0001109947,0.0002810998,0.02026153,0.0002218592,0.00002235174,0.00008341402,0.00004875991,2.036019e-7,0.000009579637,0.0001092105,0.9778366],"study_design_scores_gemma":[0.001355031,0.01340393,0.0001415947,0.08696265,0.001849722,0.001516208,0.0001769972,0.0001038896,0.000001903929,0.0000126259,0.894021,0.0004544123],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001243267,0.9909883,0.005757968,0.00004424175,0.0007009397,0.001576186,0.0001161029,0.0001940379,0.0004979533],"genre_scores_gemma":[0.0007684811,0.9935958,0.004304372,0.0001500665,0.0002823944,0.0001967124,0.0004797787,0.00007905452,0.0001433491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9773822,"threshold_uncertainty_score":0.9996231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848705536762965,"score_gpt":0.3302411229652131,"score_spread":0.3017540675975835,"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."}}