{"id":"W2907344128","doi":"10.15562/tcp.66","title":"Past, Present and Future? of Colorectal Cancer Epidemiology and Clinical Study in Misan","year":2018,"lang":"en","type":"article","venue":"The Cancer Press","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Family history; Cancer; Epidemiology; Internal medicine; Epidemiology of cancer; Oncology; Histopathology; Rectum; Breast cancer; Gynecology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008904834,0.0001019675,0.0003933679,0.00003371223,0.00005179554,0.000004166845,0.00007617723,0.00008197626,0.00004602486],"category_scores_gemma":[0.00003890321,0.00006555278,0.00003178805,0.00008574363,0.0003963114,0.00002806879,0.0001011582,0.0002195869,3.698099e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000409542,"about_ca_system_score_gemma":0.00006051697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008151698,"about_ca_topic_score_gemma":0.004559633,"domain_scores_codex":[0.9987711,0.0003132198,0.0003428186,0.0002941165,0.00009631021,0.0001824595],"domain_scores_gemma":[0.9991931,0.0003373737,0.0001227775,0.0001838592,0.00007933291,0.00008353082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007165711,0.0001337219,0.8530194,0.00005173678,0.0001596487,0.000002976538,0.001773243,0.000006539348,0.0001004371,0.00001309972,0.002775281,0.1347982],"study_design_scores_gemma":[0.002055653,0.003482022,0.978744,0.00005751574,0.0001594385,0.00001120191,0.0004005335,0.001267141,0.0006515529,0.00006185473,0.01302986,0.00007921898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817488,0.01265762,0.00001180114,0.003931039,0.0006678065,0.0006264307,0.000009663519,0.0000181186,0.0003286943],"genre_scores_gemma":[0.9950437,0.001404466,0.00004681946,0.0001830411,0.003083493,0.0001464529,5.853752e-7,0.00001000762,0.00008142342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134719,"threshold_uncertainty_score":0.9984531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07729628716142484,"score_gpt":0.415737629555389,"score_spread":0.3384413423939641,"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."}}