{"id":"W4312254603","doi":"10.1007/978-3-031-07524-7_122","title":"Uncommon Malignancies","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Neuroendocrine tumors; Medicine; Stromal tumor; Pancreas; Pathology; Oncology; Stromal cell; Internal medicine","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":[0.0001144108,0.0004191989,0.0002945303,0.001103843,0.0004738993,0.0007281982,0.0005859319,0.0007328462,0.08386855],"category_scores_gemma":[0.0005083995,0.0002093301,0.0002915332,0.0006743672,0.000344019,0.0008545765,0.001081147,0.001236424,0.03636042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243244,"about_ca_system_score_gemma":0.0004294374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000522742,"about_ca_topic_score_gemma":0.002347212,"domain_scores_codex":[0.9999046,0.00001143099,0.000005564826,0.00001751879,0.00003934623,0.00002143584],"domain_scores_gemma":[0.9998531,0.00004213585,0.00001103801,0.00002098298,0.00002837537,0.00004432168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003908854,0.00006938074,0.001102684,0.0003905256,0.000009976739,0.004416923,0.0002214854,0.0003244639,0.001880538,0.02135641,0.5380198,0.4321686],"study_design_scores_gemma":[0.000002093338,0.00001324185,0.0004055684,0.0001232744,0.00000323468,0.007930964,0.00002896457,0.00003645369,0.0001207738,0.002099448,0.9892334,0.000002603626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002981631,0.05265295,0.003501008,0.002227772,0.005688034,0.0000645156,0.0002580732,0.0002639374,0.9323621],"genre_scores_gemma":[0.01144875,0.02749895,0.002925539,0.002519606,0.003551697,0.0000443702,0.0003795029,0.00009370151,0.9515379],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08386855,"threshold_uncertainty_score":0.2805682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031987981804533,"score_gpt":0.2521268561677172,"score_spread":0.2218069763496719,"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."}}