{"id":"W4309264065","doi":"10.1016/j.gie.2022.07.031","title":"Response","year":2022,"lang":"en","type":"letter","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"South Health Campus; University of Calgary","funders":"Boston Scientific Corporation; AstraZeneca","keywords":"Medicine","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004667901,0.0003368159,0.0004615386,0.0003247329,0.000155714,0.00003175343,0.0001601264,0.0001386319,0.003567943],"category_scores_gemma":[0.001032035,0.0003407921,0.0002747588,0.0003022809,0.00008548592,0.00003395365,0.0001220515,0.003201206,0.0001599507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005076181,"about_ca_system_score_gemma":0.0004472107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001222583,"about_ca_topic_score_gemma":0.000002231247,"domain_scores_codex":[0.9976259,0.0003477232,0.0003017682,0.0005486052,0.0006705109,0.0005054729],"domain_scores_gemma":[0.9984972,0.0006174954,0.0001738602,0.0005025555,0.00009478063,0.0001140349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04889419,0.00002261209,0.0003191081,0.00008514463,0.00002391026,0.005208467,0.00001821535,0.000004695592,0.004092577,6.73529e-7,0.9408805,0.0004499208],"study_design_scores_gemma":[0.0009526414,0.01473744,0.0007357394,0.0003346506,0.0001148283,0.05931352,0.00002572172,0.00004991121,0.0001911499,0.00002008184,0.9233061,0.0002182364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008264335,0.0002132421,0.003574815,0.974911,0.0009799959,0.0006827589,0.0001066376,0.0007848575,0.01048241],"genre_scores_gemma":[0.00219562,0.000006241543,0.0475136,0.9064893,0.004948806,0.0003077964,0.0005415671,0.0001997586,0.03779737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06842171,"threshold_uncertainty_score":0.9999044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324514013386187,"score_gpt":0.2783368230135987,"score_spread":0.2550916828797369,"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."}}