{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004869881,0.0001610814,0.0001901379,0.001554372,0.0005911021,0.0006322089,0.0002913492,0.0002936373,0.002371782],"category_scores_gemma":[0.001600925,0.0002293776,0.0002820515,0.002460275,0.0002386414,0.0005244356,0.0004307784,0.0004705178,0.0003096065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007839145,"about_ca_system_score_gemma":0.001149674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01605718,"about_ca_topic_score_gemma":0.02923783,"domain_scores_codex":[0.9995528,0.00009055732,0.00005978023,0.00008655704,0.0001056327,0.0001045498],"domain_scores_gemma":[0.9986004,0.0001266806,0.0007539121,0.00006050373,0.0002032423,0.0002552501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001695043,0.0000174061,0.996547,0.00005863573,0.00001630557,0.0001137585,0.0001431251,0.00001155439,0.00003934604,0.00004147076,0.0005027009,0.002491643],"study_design_scores_gemma":[0.000001917223,0.00002838415,0.9970208,0.00004577998,0.00001449212,0.0005118475,0.0006043428,0.00004717665,0.00002446302,0.00002989,0.001666952,0.00000398777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830636,0.00837978,0.000132216,0.001879201,0.00008063833,0.00003921777,0.003427064,0.00001440805,0.002983831],"genre_scores_gemma":[0.9932949,0.003891841,0.0002320408,0.0002474234,0.0000928715,0.00003781724,0.001220597,0.000002946374,0.0009796439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605718,"threshold_uncertainty_score":0.03192747,"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."}}