{"id":"W1828513369","doi":"10.1097/gox.0000000000000468","title":"Pseudoangiomatous Stromal Hyperplasia","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Stromal cell; Computer science; Medicine; Cancer research","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004240828,0.00036911,0.001046237,0.0001298851,0.0001217628,0.000106047,0.0002576345,0.000104387,0.000285597],"category_scores_gemma":[0.003990063,0.0003340461,0.0002031348,0.0006042751,0.0003879488,0.0003514109,0.0004371747,0.0001731856,0.0008130171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005052859,"about_ca_system_score_gemma":0.000977817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002989526,"about_ca_topic_score_gemma":0.00004514644,"domain_scores_codex":[0.9976468,0.000111043,0.0005323548,0.0005996335,0.0005031225,0.0006070319],"domain_scores_gemma":[0.9972627,0.00109349,0.0002008944,0.000401528,0.0003999766,0.0006414229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001152311,0.0001416664,0.9546651,0.00003527607,0.0004681877,0.001957439,0.00009801575,0.000004061589,0.00003889945,0.001297001,0.03049055,0.009651456],"study_design_scores_gemma":[0.007018806,0.0009768566,0.8805813,0.0008750166,0.001038749,0.08025164,0.006586188,0.0002222057,0.0006831493,0.005864672,0.01430454,0.001596843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455202,0.0004681588,0.0001147461,0.0002289834,0.002544249,0.0006613398,0.0001936637,0.000174786,0.05009389],"genre_scores_gemma":[0.9948486,0.000009103942,0.004358198,0.0001520796,0.0002740662,0.00006941878,0.00003888167,0.00003376153,0.0002158829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0782942,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06114446575605743,"score_gpt":0.3158682874560815,"score_spread":0.2547238217000241,"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."}}