{"id":"W4254597339","doi":"10.21203/rs.2.12799/v2","title":"Obesity, Diabetes and the Risk of Colorectal Adenoma and Cancer","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Colorectal cancer; Obesity; Diabetes mellitus; Medicine; Colorectal adenoma; Internal medicine; Cancer; Adenoma; Oncology; Endocrinology","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":[0.0003689006,0.0002559654,0.0002782349,0.0006744492,0.0001037634,0.0007257226,0.0001212576,0.0003990466,0.009740891],"category_scores_gemma":[0.001525022,0.0001402007,0.0001943595,0.0007521419,0.000124403,0.0002558981,0.0001931909,0.0003258708,0.0009237292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870658,"about_ca_system_score_gemma":0.000229189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334401,"about_ca_topic_score_gemma":0.001948067,"domain_scores_codex":[0.9998852,0.00004293936,0.000004068293,0.00001792042,0.00003619641,0.00001362456],"domain_scores_gemma":[0.9996793,0.0001574793,0.00005497504,0.00002856687,0.00002563699,0.00005411432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00859317,0.0005567875,0.5548089,0.001037238,0.002691042,0.001547668,0.0002530667,0.005775996,0.008031856,0.04863527,0.08928803,0.278781],"study_design_scores_gemma":[0.0003987546,0.0003140157,0.8324479,0.0002697597,0.001123583,0.00176439,0.0002304271,0.01250751,0.001645719,0.09336082,0.05588656,0.00005048878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7427065,0.1162478,0.01007314,0.03036298,0.003259413,0.00003128317,0.01074338,0.000572356,0.08600317],"genre_scores_gemma":[0.9459979,0.01969415,0.002341457,0.0004784318,0.001984949,0.00001992028,0.001456765,0.00006940195,0.02795698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009740891,"threshold_uncertainty_score":0.03258651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176174980193711,"score_gpt":0.3277664450291467,"score_spread":0.3101489470097756,"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."}}