{"id":"W4298139025","doi":"10.1038/s41379-022-01155-y","title":"Clinicopathologic and molecular spectrum of testicular sex cord-stromal tumors not amenable to specific histopathologic subclassification","year":2022,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Pathology; Histology; CDKN2A; Immunohistochemistry; Biology; Stromal cell; Medicine; Anatomical pathology; Internal medicine; Cancer","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":[0.0006472626,0.0004040443,0.0003340489,0.001808599,0.000619213,0.0006179914,0.0003768911,0.0003466161,0.001741698],"category_scores_gemma":[0.001557741,0.0001489918,0.0002575891,0.0008889816,0.0008189549,0.0004300481,0.0005234269,0.0002928561,0.000344796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515089,"about_ca_system_score_gemma":0.0004727172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006972023,"about_ca_topic_score_gemma":0.001023491,"domain_scores_codex":[0.9996667,0.00006228073,0.00004707549,0.00006126857,0.00007166738,0.00009102605],"domain_scores_gemma":[0.9991224,0.0002165338,0.0002379917,0.00013245,0.0001255728,0.0001650498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008499663,0.00008215298,0.8916177,0.00008173293,0.00005730019,0.04220812,0.0003984608,0.000627714,0.04310804,0.001600381,0.0004468035,0.01892157],"study_design_scores_gemma":[0.00005374824,0.0003487157,0.7673675,0.0000402611,0.0001626447,0.2141414,0.001324716,0.002381808,0.008743174,0.00240401,0.003008704,0.00002341307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926535,0.0007393352,0.00126926,0.0001130967,0.00001616138,0.00003373627,0.0001385133,0.00004068793,0.004995532],"genre_scores_gemma":[0.9989429,0.0001563607,0.0004634693,0.00002253683,0.00002499716,0.000008038477,0.0001846379,0.0000053954,0.0001917576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001808599,"threshold_uncertainty_score":0.005826592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973868951521704,"score_gpt":0.2752806281734766,"score_spread":0.2455419386582596,"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."}}