{"id":"W3110571194","doi":"10.1038/s41598-020-76294-w","title":"Combinations of modifiable lifestyle behaviours in relation to colorectal cancer risk in Alberta’s Tomorrow Project","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services; Queen's University","funders":"Health Canada; Alberta Innovates; Canadian Institutes of Health Research; Alberta Cancer Foundation; Partenariat Canadien Contre Le Cancer; Alberta Health Services","keywords":"Hazard ratio; Colorectal cancer; Medicine; Proportional hazards model; Environmental health; Obesity; Population; Consumption (sociology); Demography; Alcohol consumption; Gerontology; Cancer; Internal medicine; Confidence interval; Alcohol; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006213511,0.0003938974,0.0003149087,0.001163598,0.001395391,0.0008315068,0.0009570117,0.0003534553,0.001553652],"category_scores_gemma":[0.001395795,0.000289781,0.0003768925,0.002328965,0.0004048769,0.0001664443,0.0008240278,0.0004513749,0.0001098449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005181563,"about_ca_system_score_gemma":0.007248658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9565191,"about_ca_topic_score_gemma":0.9762877,"domain_scores_codex":[0.9994345,0.0001136103,0.0000183931,0.00008596064,0.0001476656,0.0001998627],"domain_scores_gemma":[0.999331,0.00006344613,0.0001673773,0.00004604519,0.0001864005,0.0002056892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002046195,0.00004520706,0.9922802,0.00001679387,0.00006576979,0.0001180206,0.0003256196,0.000132305,0.000192937,0.00008682904,0.0007472016,0.005784447],"study_design_scores_gemma":[0.000008951525,0.0000262951,0.9986898,0.00001059625,0.00003489736,0.00005126977,0.000537811,0.0001845095,0.00003800719,0.00004021755,0.0003727473,0.000004847821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955418,0.0003784321,0.0001971528,0.0002139045,0.00000913295,0.00004409489,0.001533757,0.00001306134,0.002068662],"genre_scores_gemma":[0.9966642,0.0002501998,0.0004044579,0.00005045494,0.000006124428,0.0000205409,0.001015626,0.000004376172,0.001583959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04348093,"threshold_uncertainty_score":0.08747393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278929974264575,"score_gpt":0.2922567954166279,"score_spread":0.2694674956739821,"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."}}