{"id":"W4230173617","doi":"10.1056/nejmc1604867","title":"Colorectal Adenomas","year":2016,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"AstraZeneca; Bristol-Myers Squibb","keywords":"Medicine; General surgery; Colorectal cancer; MEDLINE; Internal medicine; 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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006899383,0.0003109037,0.001081763,0.0005253904,0.00004607277,0.0000104169,0.0001745357,0.0005234343,0.001000486],"category_scores_gemma":[0.0005914553,0.000171309,0.00024201,0.000194346,0.0001537827,0.0000684005,0.00002467419,0.002384765,0.00002683912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307276,"about_ca_system_score_gemma":0.0005838858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008372821,"about_ca_topic_score_gemma":0.00001302531,"domain_scores_codex":[0.9975581,0.000115714,0.0007503334,0.0002241448,0.001011964,0.0003397287],"domain_scores_gemma":[0.997918,0.0004146927,0.0007294773,0.0002216915,0.000397989,0.0003181821],"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":[0.004762089,0.000006642008,0.0002241585,0.00007249784,0.0002053973,0.003028951,0.0001593209,2.211895e-7,0.0006599671,0.000001817876,0.8213044,0.1695745],"study_design_scores_gemma":[0.03495374,0.01453311,0.0006176389,0.002042803,0.000617035,0.01857874,0.0000155763,0.000002709546,0.0003733138,0.0002717199,0.9278316,0.0001619293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008632919,0.004057339,0.0007845901,0.9726475,0.004177802,0.0001930096,0.000005690239,0.00004225321,0.009458901],"genre_scores_gemma":[0.07427713,0.001028031,0.000521272,0.4799876,0.4208767,0.000004446068,0.00003846133,0.0001238643,0.0231425],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4926599,"threshold_uncertainty_score":0.9999168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137119489039275,"score_gpt":0.2721746558065868,"score_spread":0.2508034609161941,"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."}}