{"id":"W4230089233","doi":"10.21203/rs.2.12799/v1","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":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Colorectal cancer; Obesity; Diabetes mellitus; Medicine; Colorectal adenoma; Internal medicine; Adenoma; Oncology; Cancer; 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":[0.0003689009,0.0002559654,0.0002782352,0.0006744501,0.0001037636,0.0007257226,0.0001212576,0.0003990466,0.009740896],"category_scores_gemma":[0.001525024,0.0001402007,0.0001943595,0.0007521427,0.0001244033,0.0002558986,0.0001931913,0.0003258711,0.0009237296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870663,"about_ca_system_score_gemma":0.0002291892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334406,"about_ca_topic_score_gemma":0.001948071,"domain_scores_codex":[0.9998852,0.00004293944,0.000004068293,0.00001792042,0.00003619644,0.00001362456],"domain_scores_gemma":[0.9996793,0.0001574796,0.00005497509,0.00002856687,0.00002563704,0.00005411442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008593176,0.0005567873,0.5548084,0.001037238,0.002691043,0.001547669,0.0002530669,0.005776014,0.008031856,0.04863537,0.08928824,0.2787811],"study_design_scores_gemma":[0.0003987555,0.0003140153,0.8324475,0.00026976,0.001123583,0.001764391,0.0002304275,0.01250755,0.001645719,0.09336108,0.05588661,0.00005048884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7427064,0.1162477,0.01007316,0.03036306,0.003259419,0.00003128314,0.01074339,0.0005723576,0.08600318],"genre_scores_gemma":[0.9459978,0.01969415,0.002341461,0.0004784324,0.001984953,0.00001992032,0.001456767,0.00006940208,0.027957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009740896,"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."}}