{"id":"W4212770349","doi":"10.24095/hpcdp.42.2.04","title":"Patterns and determinants of adherence to colorectal cancer primary and secondary prevention recommendations in the BC Generations Project","year":2022,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Health Canada; Partenariat Canadien Contre Le Cancer; BC Cancer Foundation","keywords":"Medicine; Colorectal cancer; Body mass index; Socioeconomic status; Cancer prevention; Psychological intervention; Cancer; Odds ratio; Preventive healthcare; Cohort; Gerontology; Cohort study; Environmental health; Family medicine; Public health; Population; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001070833,0.0002395541,0.0002911568,0.0006384949,0.00201014,0.001126223,0.00102726,0.0004568349,0.002133763],"category_scores_gemma":[0.003676734,0.0002690227,0.0002610173,0.001298996,0.0003177904,0.0002601252,0.0008801629,0.0006904016,0.0002808242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006717365,"about_ca_system_score_gemma":0.006890588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9382845,"about_ca_topic_score_gemma":0.9560397,"domain_scores_codex":[0.9991579,0.0001396615,0.00004756745,0.0001320218,0.0002748532,0.0002480419],"domain_scores_gemma":[0.9977753,0.0001108007,0.0003734739,0.0001295191,0.0008769346,0.0007339251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005813939,0.00004718889,0.9901983,0.00001293485,0.00003835702,0.00003267965,0.0006882441,0.00003829981,0.00005149681,0.00003652406,0.001546904,0.007250893],"study_design_scores_gemma":[0.000003869293,0.00001502678,0.9987172,0.00001387154,0.00001105915,0.00002275149,0.0004609258,0.00007947445,0.0000172185,0.00001511542,0.0006398552,0.00000373406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947201,0.000314824,0.00007705778,0.000403271,0.00001028043,0.00005712414,0.002769231,0.000008886537,0.001639204],"genre_scores_gemma":[0.9960006,0.0002285645,0.0002255394,0.0001035088,0.000003700191,0.00004626953,0.00170804,0.000005613168,0.001678163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06171548,"threshold_uncertainty_score":0.1241578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04556416599891576,"score_gpt":0.3609246619372051,"score_spread":0.3153604959382894,"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."}}