{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004301991,0.0007025529,0.0009140801,0.005799801,0.0003935369,0.00100374,0.0006583767,0.0008221407,0.003872289],"category_scores_gemma":[0.001807388,0.0002554047,0.0007364419,0.005525409,0.0005537017,0.001380058,0.0004683852,0.0006567191,0.0008599886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004008433,"about_ca_system_score_gemma":0.001225361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376604,"about_ca_topic_score_gemma":0.002272112,"domain_scores_codex":[0.9996158,0.00005350342,0.0001232102,0.00005818547,0.0001236769,0.00002560789],"domain_scores_gemma":[0.998762,0.0005709558,0.0003699193,0.00002596922,0.0002200492,0.00005116523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001380088,0.00008265543,0.005936669,0.1681687,0.0003823863,0.00638607,0.0003821462,0.0002969381,0.001255588,0.0009894188,0.05335219,0.7626292],"study_design_scores_gemma":[0.00004959765,0.0002791075,0.03102719,0.1676377,0.001959764,0.1145958,0.001084319,0.0001838006,0.0006882732,0.001677594,0.6807327,0.00008421845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005899268,0.9979966,0.00005556388,0.0002803302,0.0002412395,0.00001028406,0.00006260556,0.000006602707,0.0007568576],"genre_scores_gemma":[0.004090752,0.9946933,0.0002023597,0.0003233649,0.0003677335,0.00001091023,0.00009945508,0.000001735537,0.0002103622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005799801,"threshold_uncertainty_score":0.01295406,"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."}}