{"id":"W4205463212","doi":"10.1186/s12885-021-09149-w","title":"Metabolic phenotypes and risk of colorectal cancer: a systematic review and meta-analysis of cohort studies","year":2022,"lang":"en","type":"review","venue":"BMC Cancer","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Meta-analysis; Colorectal cancer; Obesity; Internal medicine; Odds ratio; Cohort study; Cohort; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01058862,0.002402742,0.01188124,0.006600406,0.0006988322,0.002674996,0.00169873,0.001558529,0.002605244],"category_scores_gemma":[0.02575809,0.001300266,0.03067681,0.009015405,0.0005182775,0.001063942,0.00134667,0.001397334,0.0002455427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659299,"about_ca_system_score_gemma":0.003195283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008093038,"about_ca_topic_score_gemma":0.01680578,"domain_scores_codex":[0.9930026,0.003051933,0.001987164,0.0008950122,0.0007679009,0.0002953532],"domain_scores_gemma":[0.9835477,0.01193195,0.002525542,0.0007061277,0.001090365,0.0001982796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00152575,0.00002582513,0.01755687,0.2821663,0.6842747,0.0001810245,0.00008733662,0.000551504,0.0002866677,0.0001293273,0.0007636525,0.012451],"study_design_scores_gemma":[0.0002036602,0.0001111955,0.009866836,0.01945786,0.9684461,0.0001249098,0.00003909406,0.0001476174,0.00009832568,0.0001443776,0.001339546,0.00002056161],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006038691,0.9920625,0.0005151991,0.0001944545,0.0001161094,0.0001356731,0.0007450067,0.00002032843,0.0001720543],"genre_scores_gemma":[0.1659449,0.8289973,0.002043878,0.0005640673,0.0002534589,0.000654147,0.001298003,0.00003112008,0.0002131947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01188124,"threshold_uncertainty_score":0.05599862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1296762584627677,"score_gpt":0.3999972216857732,"score_spread":0.2703209632230055,"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."}}