{"id":"W4382118014","doi":"10.1007/978-3-031-26662-1_5","title":"Neoplasm","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Neoplasm; Medicine; Malignancy; Sump (aquarium); Pleomorphic adenoma; Differential diagnosis; Pathology; Radiology; Salivary gland; Biology","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":[0.0001035887,0.000508893,0.0002705408,0.0009272462,0.0006292147,0.001167511,0.0005074143,0.0005919501,0.1886823],"category_scores_gemma":[0.0003658428,0.0001850711,0.0003179547,0.0005212273,0.0003569776,0.0007522219,0.000930332,0.000983077,0.1090155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005260445,"about_ca_system_score_gemma":0.0006319818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401775,"about_ca_topic_score_gemma":0.00342761,"domain_scores_codex":[0.9998896,0.000009347958,0.000004355637,0.00002328259,0.00005527657,0.00001805659],"domain_scores_gemma":[0.9999168,0.00001364257,0.000005582754,0.00001394365,0.0000294167,0.00002062467],"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":[0.00003621129,0.0000667699,0.0004183475,0.0002862789,0.000007222787,0.001563062,0.0001454405,0.0002369163,0.004326073,0.03004174,0.5176681,0.4452038],"study_design_scores_gemma":[0.000002041187,0.000009124504,0.0002416367,0.00005376856,0.000002627375,0.002094589,0.00002190308,0.00003626617,0.0003751262,0.001431284,0.9957295,0.000001958415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001088593,0.007404425,0.001966836,0.0009380476,0.002041874,0.00005876692,0.0002721081,0.0002732643,0.9859561],"genre_scores_gemma":[0.003890172,0.004374714,0.000964913,0.0006301577,0.0005121157,0.00002627506,0.0002421914,0.00006239126,0.9892972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1886823,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04517283185365074,"score_gpt":0.2698992389472404,"score_spread":0.2247264070935897,"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."}}