{"id":"W3176964769","doi":"10.1001/jamasurg.2021.2380","title":"Characteristics of Early-Onset vs Late-Onset Colorectal Cancer","year":2021,"lang":"en","type":"review","venue":"JAMA Surgery","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":289,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; St. Paul's Hospital; University of British Columbia","funders":"National Cancer Institute; Universitaire Ziekenhuizen Leuven, KU Leuven; Medical Research Council; University of Texas MD Anderson Cancer Center; Universitätsklinikum Heidelberg; Szegedi Tudományegyetem; Universitätsklinikum Köln; Sorbonne Université; Radboud Universitair Medisch Centrum; National University Health System; Assistance publique-Hôpitaux de Paris; Haukeland Universitetssjukehus; University of Cape Town; Humanitas University; Cleveland Clinic; Royal Adelaide Hospital; Anschutz Medical Campus, University of Colorado; Peter MacCallum Cancer Centre; Universitätsspital Zürich; Universidad Complutense de Madrid; Skånes universitetssjukhus; National University of Singapore; Radboud Universiteit; Universiteit van Amsterdam; Keio University; Georgetown University; University of Southern California; Cancer Research UK; Lombardi Comprehensive Cancer Center, Georgetown University; Humanitas Research Hospital; University of Glasgow; Tata Memorial Centre; Hebrew University of Jerusalem; Amsterdam University Medical Centers; Bursa Uludağ Üniversitesi","keywords":"Medicine; Colorectal cancer; Internal medicine; Cancer; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004497251,0.000414005,0.001126984,0.001996692,0.0001360806,0.0005801979,0.0004121348,0.0004729104,0.001793516],"category_scores_gemma":[0.002382394,0.0001185072,0.000678828,0.002626313,0.0003403302,0.0005973066,0.0003045671,0.0006326613,0.0003945709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352336,"about_ca_system_score_gemma":0.0008288125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046588,"about_ca_topic_score_gemma":0.00316055,"domain_scores_codex":[0.9995947,0.00008680819,0.00009078439,0.00007569537,0.0001218904,0.00003005781],"domain_scores_gemma":[0.9991053,0.0004404846,0.0002686621,0.00001504762,0.000137836,0.00003270113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003605949,0.00004436423,0.01356682,0.06994478,0.0008240101,0.0002791169,0.0001413234,0.0002839006,0.0009144964,0.001950198,0.02335179,0.8883386],"study_design_scores_gemma":[0.0001276304,0.000400275,0.1317628,0.1018841,0.004766441,0.01713742,0.0007126682,0.0004070399,0.001217556,0.003250053,0.7382141,0.0001198456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005762875,0.9985834,0.00005617636,0.0001679142,0.00007792826,0.000005417408,0.00008520126,0.000002460147,0.0004451197],"genre_scores_gemma":[0.00754637,0.9916273,0.0001388619,0.0001594043,0.0001506061,0.00001003585,0.0001712672,0.000001529794,0.0001946337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002046588,"threshold_uncertainty_score":0.005999863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04867197430714169,"score_gpt":0.3249306533708441,"score_spread":0.2762586790637024,"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."}}