{"id":"W4287446812","doi":"","title":"Association between Cancer Risk and Behaviors Adherent to Cancer Prevention Recommendations in Ontario, Canada.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer prevention; Cancer; Colorectal cancer; Confounding; Environmental health; Alcohol consumption; Cancer registry; Physical activity; Internal medicine; Gerontology; Physical therapy; Biology; Alcohol; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006352027,0.0002886648,0.000305183,0.0007360012,0.001863865,0.0007306517,0.0009962954,0.0004352806,0.00232743],"category_scores_gemma":[0.0025086,0.0003273473,0.0006653183,0.002083711,0.0004385252,0.0002580256,0.00059741,0.0006672114,0.0001718209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01948877,"about_ca_system_score_gemma":0.03185261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995492,"about_ca_topic_score_gemma":0.9963463,"domain_scores_codex":[0.9990507,0.00006081738,0.0000628739,0.0001279564,0.0004666316,0.0002310141],"domain_scores_gemma":[0.9971541,0.0001277998,0.0009109867,0.000076168,0.001143594,0.0005871776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006753626,0.0000256529,0.9945583,0.00004847413,0.00006395797,0.00004110279,0.0002574715,0.00006226498,0.00008525781,0.00004190092,0.001376618,0.003371457],"study_design_scores_gemma":[0.00001011934,0.0000116667,0.9988022,0.00002579169,0.00002846352,0.00002455923,0.0001921741,0.0001439109,0.00001805368,0.00001148418,0.0007273927,0.000004189434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979771,0.00375536,0.0002514653,0.001722378,0.00005016449,0.00009877585,0.009606224,0.0000321323,0.004712606],"genre_scores_gemma":[0.9948265,0.0009743476,0.0002489848,0.0001470465,0.00001005102,0.00003427486,0.002083656,0.000005997711,0.001669157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01948877,"threshold_uncertainty_score":0.1414016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469375513039847,"score_gpt":0.291109680108122,"score_spread":0.2564159249777236,"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."}}