{"id":"W4281888845","doi":"10.1002/path.5978","title":"Peak density of immature nerve cells occurs with high‐grade dysplasia in intraductal papillary mucinous neoplasms of the pancreas","year":2022,"lang":"en","type":"article","venue":"The Journal of Pathology","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Vanderbilt-Ingram Cancer Center; National Institutes of Health; National Cancer Institute; American Gastroenterological Association; Université de Montréal","keywords":"Dysplasia; Pathology; Pancreas; Intraductal papillary mucinous neoplasm; Medicine; Stroma; Biology; Internal medicine; Immunohistochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009656541,0.0001542889,0.000626185,0.0001488477,0.00009150368,0.00000266329,0.0003466442,0.00008181783,0.00005180695],"category_scores_gemma":[0.00008244499,0.00008235914,0.0001630059,0.0003034009,0.0003951543,0.00003886344,0.00009841729,0.0008722759,5.847167e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008612833,"about_ca_system_score_gemma":0.0003861414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002930035,"about_ca_topic_score_gemma":0.00007981062,"domain_scores_codex":[0.9978086,0.000919326,0.0005371228,0.0001095843,0.0003953174,0.000230072],"domain_scores_gemma":[0.9983538,0.0002934212,0.0007766255,0.0004039663,0.0001197848,0.00005237799],"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":[0.03872308,0.001088136,0.08492586,0.0002752206,0.0003570883,0.006631275,0.01483324,0.001861442,0.8468046,0.0001814661,0.002674934,0.001643707],"study_design_scores_gemma":[0.003880524,0.003468332,0.8126681,0.0002108526,0.0005286586,0.08392306,0.004291028,0.00001997461,0.08989016,0.000186996,0.000789533,0.0001427331],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945013,0.002825292,0.000007745644,0.00200457,0.0003922458,0.0002144579,0.00001612808,0.000004053066,0.00003423765],"genre_scores_gemma":[0.9987902,0.0006216482,0.00009765131,0.0002295417,0.0001548504,0.000002358869,0.000002114394,0.000018303,0.00008333667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7569144,"threshold_uncertainty_score":0.3789653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005966955234761933,"score_gpt":0.2107914022617181,"score_spread":0.2048244470269562,"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."}}