{"id":"W2597203545","doi":"10.30699/ijp.2017.23913","title":"Malignant Colorectal Polyps; Pathological Consideration (A review)","year":2017,"lang":"en","type":"article","venue":"Iranian journal of pathology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Submucosa; Malignancy; Pathological; Colonoscopy; Lymphovascular invasion; Pathology; General surgery; Colorectal cancer; Internal medicine; Cancer; Metastasis","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":[0.0008196968,0.0001245678,0.0005220974,0.00009427848,0.0002261875,0.00003018852,0.0001359884,0.0001373873,0.0001644335],"category_scores_gemma":[0.001264828,0.00009152505,0.000208213,0.00004239862,0.0002004142,0.0001201364,0.00003827832,0.0003841631,0.00002429648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005381647,"about_ca_system_score_gemma":0.0001328523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004912527,"about_ca_topic_score_gemma":0.00001176171,"domain_scores_codex":[0.9987904,0.0001472141,0.0004929114,0.0001650333,0.000212419,0.0001920255],"domain_scores_gemma":[0.9985536,0.00005195096,0.0006731648,0.0002704888,0.0003025432,0.0001482222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02266986,0.0008011421,0.1698011,0.001082613,0.0003380421,0.105171,0.001289604,0.000009298538,0.4277003,0.0009580586,0.01801073,0.2521682],"study_design_scores_gemma":[0.004534481,0.01798094,0.7712901,0.00203134,0.0004763661,0.1816973,0.0001045116,0.00005456851,0.0156087,0.0007510374,0.00517958,0.0002909815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837628,0.005879786,0.001117905,0.005182298,0.000911078,0.0001989916,0.000004241409,0.00002185232,0.002921062],"genre_scores_gemma":[0.9947122,0.001476666,0.001987748,0.001222969,0.000462016,0.000004256069,0.000001522337,0.00001149627,0.0001210924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.601489,"threshold_uncertainty_score":0.3732283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890734523547189,"score_gpt":0.3249640605224049,"score_spread":0.286056715286933,"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."}}