{"id":"W4400136431","doi":"10.1007/s00247-024-05967-9","title":"Imaging approach to pediatric calvarial bulges","year":2024,"lang":"en","type":"review","venue":"Pediatric Radiology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster Children's Hospital; University of British Columbia; Hospital for Sick Children; University of Toronto; BC Children's Hospital","funders":"","keywords":"Neuroradiology; Medicine; Radiology; Differential diagnosis; Pathology; Neurology","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":[0.0003690749,0.0010493,0.001023684,0.007435104,0.000441723,0.001371382,0.001071471,0.00123785,0.00346314],"category_scores_gemma":[0.002123774,0.0004659673,0.0007138511,0.004436294,0.001070272,0.001860651,0.0009143632,0.001632243,0.001471566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007090431,"about_ca_system_score_gemma":0.001332637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988698,"about_ca_topic_score_gemma":0.003377519,"domain_scores_codex":[0.9996445,0.00005187823,0.0001041475,0.00007334277,0.0000907163,0.00003537086],"domain_scores_gemma":[0.9991916,0.0004237944,0.0001664439,0.00003250713,0.0001174426,0.00006827208],"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":[0.00006665554,0.00006797934,0.004689671,0.01964193,0.0002466106,0.04501266,0.0002821201,0.0007034567,0.002078343,0.002122473,0.04178429,0.8833037],"study_design_scores_gemma":[0.00003301171,0.00007330369,0.008121124,0.01932733,0.0008943598,0.3841411,0.0006069647,0.0003697131,0.001941168,0.00235478,0.5820342,0.0001029515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001027958,0.9948264,0.0006013277,0.0004340602,0.0002974844,0.00001074668,0.00003968286,0.00003060996,0.002731752],"genre_scores_gemma":[0.01066968,0.9849817,0.001516297,0.0008365215,0.0009039475,0.00001125736,0.0001081681,0.00001050889,0.0009619209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007435104,"threshold_uncertainty_score":0.01158541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04750226343741375,"score_gpt":0.3535738383220503,"score_spread":0.3060715748846365,"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."}}