{"id":"W2340765129","doi":"10.1056/nejm-jw.na39178","title":"Potential Routes to Higher Adenoma Detection","year":2015,"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; Quarter (Canadian coin); Psychological intervention; Adenoma; Health care; Timer; Medical physics; Nursing; Pathology","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":[0.00637232,0.0004544641,0.0003424067,0.001813232,0.001625635,0.002956313,0.001469999,0.002486733,0.04329097],"category_scores_gemma":[0.03942753,0.0005732654,0.0007343384,0.001658803,0.002155462,0.002557309,0.002252281,0.002723532,0.004497348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178479,"about_ca_system_score_gemma":0.00341191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008322112,"about_ca_topic_score_gemma":0.006363263,"domain_scores_codex":[0.9935271,0.001988882,0.000396377,0.00144596,0.001438559,0.001203157],"domain_scores_gemma":[0.9730666,0.011105,0.004972957,0.002463091,0.006595284,0.001796915],"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":[0.001096722,0.0007675063,0.5839301,0.002090379,0.0003790582,0.006245173,0.01143511,0.0005617986,0.003285352,0.1585071,0.03309604,0.1986057],"study_design_scores_gemma":[0.0007275218,0.002584674,0.5048183,0.003099737,0.0005322045,0.04093884,0.01753487,0.003563233,0.01046903,0.1480145,0.2673764,0.0003407255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4335183,0.02335679,0.02827492,0.2636652,0.003123655,0.0007960851,0.00184732,0.0009117482,0.2445059],"genre_scores_gemma":[0.9357134,0.006534817,0.008863701,0.01574176,0.001310071,0.0002436689,0.0005069886,0.0001918286,0.03089374],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04329097,"threshold_uncertainty_score":0.1448227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273083254750751,"score_gpt":0.2850235323160344,"score_spread":0.2577152068409593,"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."}}