{"id":"W4205301298","doi":"10.1093/jncics/pkab098","title":"Weight Change and Incident Distal Colorectal Adenoma Risk in the PLCO Cancer Screening Trial","year":2021,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Queen's University; Division of Cancer Prevention, National Cancer Institute; Queen's University Belfast; American Association for Cancer Research","keywords":"Medicine; Weight change; Overweight; Odds ratio; Weight gain; Colorectal adenoma; Weight loss; Adenoma; Internal medicine; Obesity; Risk factor; Colorectal cancer; Cancer; Body weight","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001040169,0.0002736212,0.0007081918,0.0002324538,0.0001783403,0.0006340967,0.0001832404,0.0003592889,0.0009668459],"category_scores_gemma":[0.00257864,0.0001123914,0.0007987695,0.0004535507,0.000219923,0.0002847722,0.0002346089,0.0007771138,0.00007250752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002489039,"about_ca_system_score_gemma":0.0004368494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386463,"about_ca_topic_score_gemma":0.003101418,"domain_scores_codex":[0.9994178,0.0003406389,0.00004249591,0.0000908059,0.00005952448,0.00004874764],"domain_scores_gemma":[0.9982918,0.0005864471,0.000658582,0.00008310089,0.00008902475,0.0002911025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.352609,0.001050018,0.5817575,0.001907991,0.01041243,0.0002925125,0.00009848473,0.001161947,0.001538326,0.0002861081,0.003004617,0.04588103],"study_design_scores_gemma":[0.0477035,0.01476502,0.9156474,0.0003789693,0.01450139,0.0003384199,0.0001133002,0.003211899,0.0008290352,0.0005290074,0.00194055,0.00004141304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992187,0.005902537,0.0001187044,0.0002846549,0.00004940809,0.00003667123,0.0005407702,0.00001543167,0.0008647082],"genre_scores_gemma":[0.9981734,0.0008143151,0.00007833436,0.0001226566,0.00005215427,0.00003340733,0.000481975,0.000002250982,0.0002415387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002386463,"threshold_uncertainty_score":0.005501032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03705665883855449,"score_gpt":0.3007736663325199,"score_spread":0.2637170074939654,"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."}}