{"id":"W4231017146","doi":"10.1016/j.gie.2010.10.036","title":"Response","year":2011,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Colonoscopy; Medicine; Double-balloon enteroscopy; Endoscope; Balloon; Endoscopy; Surgery; General surgery; Internal medicine; Colorectal cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0002612833,0.00009548199,0.0001251154,0.00008821526,0.00004481204,0.0000059028,0.00004449973,0.00001757782,0.0004679744],"category_scores_gemma":[0.0005533317,0.00008590111,0.00006658096,0.0001486599,0.00005523147,0.00004137209,0.00002162429,0.0001456411,0.0001662956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005416697,"about_ca_system_score_gemma":0.00007958335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102942,"about_ca_topic_score_gemma":0.000005922508,"domain_scores_codex":[0.9993007,0.00005800126,0.0001270368,0.0001761723,0.0001340279,0.0002041094],"domain_scores_gemma":[0.9994893,0.00008263843,0.00003931801,0.0001779014,0.00006752595,0.0001433242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.3429844,0.0002614469,0.1165575,0.000039121,0.00002662503,0.0007842017,0.0005442836,0.000001987535,0.5279989,0.0001862197,0.001877822,0.00873752],"study_design_scores_gemma":[0.003664512,0.03409319,0.8154901,0.00056203,0.0000942665,0.05665257,0.0003370839,0.0003647562,0.08519094,0.0003481921,0.002922706,0.0002796018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388782,0.00003244772,0.03169503,0.0002232041,0.0001136612,0.0001429415,0.00000197462,0.000281966,0.02863056],"genre_scores_gemma":[0.8415927,7.15663e-7,0.1571249,0.0001886959,0.00006374162,0.0000138593,0.000001461167,0.00001338795,0.001000507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6989326,"threshold_uncertainty_score":0.5123991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03885367618763683,"score_gpt":0.2778531850321586,"score_spread":0.2389995088445217,"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."}}