{"id":"W3095002537","doi":"10.3390/cancers12113193","title":"Epidemiology of Mucinous Adenocarcinomas","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mucin; Signet ring cell; Population; Mucinous Tumor; Medicine; Cancer; Epidemiology; Pathology; Colorectal cancer; Oncology; Internal medicine; Adenocarcinoma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080438,0.00008813764,0.0003606954,0.00002562728,0.00001275682,2.711828e-7,0.00008114715,0.00007396213,0.000530613],"category_scores_gemma":[0.0005079512,0.00007816403,0.0000825883,0.0001508591,0.0001388301,0.00001083183,0.00002925292,0.0001308449,0.00002869282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003730159,"about_ca_system_score_gemma":0.0005720743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00016455,"about_ca_topic_score_gemma":0.00000771148,"domain_scores_codex":[0.9992356,0.00003475165,0.0002332794,0.0002119484,0.00009311549,0.0001913058],"domain_scores_gemma":[0.9993905,0.0001077701,0.00008278493,0.0001689555,0.00005816181,0.0001918199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006387914,0.000008576322,0.9585906,0.000332087,0.0001152281,0.00002769498,0.001370602,0.00127521,0.0143628,0.0003100008,0.01822274,0.004745648],"study_design_scores_gemma":[0.003396794,0.004567649,0.8673512,0.0001447441,0.0002894893,0.00007572179,0.0006763703,0.004017913,0.08320874,0.0004353803,0.03541658,0.0004193769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830289,0.005808264,0.0002897853,0.003415304,0.0003579377,0.0002484889,0.0000103054,0.00004360771,0.006797423],"genre_scores_gemma":[0.9917583,0.00007818797,0.00157474,0.006228932,0.0002163008,0.00001439082,0.000004051979,0.0000150389,0.0001100629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09123939,"threshold_uncertainty_score":0.5809841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0883618974091407,"score_gpt":0.3223799866332145,"score_spread":0.2340180892240738,"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."}}