{"id":"W4297973475","doi":"10.3390/curroncol29100566","title":"Extra-Nodal Lymphomas of the Head and Neck and Oral Cavity: A Retrospective Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphoma; Head and neck; Retrospective cohort study; Exact test; Statistical significance; Oral cavity; Radiological weapon; Radiology; Internal medicine; Surgery; Dentistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005161898,0.0002781423,0.000543824,0.001174308,0.0005366785,0.0005630758,0.0002796369,0.0003373609,0.001837232],"category_scores_gemma":[0.0007684397,0.0003639124,0.0003888143,0.001517406,0.0004065784,0.0006044789,0.0005242557,0.0003065653,0.0003724994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003593783,"about_ca_system_score_gemma":0.0005360447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060683,"about_ca_topic_score_gemma":0.002581988,"domain_scores_codex":[0.9995068,0.00007534347,0.0001044179,0.0001445375,0.00009319216,0.00007573378],"domain_scores_gemma":[0.9993338,0.0001390091,0.000235577,0.00006582114,0.00009648443,0.0001293434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001516524,0.00008091413,0.9944072,0.0001221962,0.00006752793,0.001377909,0.0002160535,0.00002608101,0.0003436318,0.00003303344,0.0001537872,0.003020061],"study_design_scores_gemma":[0.00004213976,0.0005478123,0.9781527,0.00009922097,0.0002986315,0.0158807,0.00156358,0.0001353064,0.0002247082,0.00006064742,0.002977791,0.00001681702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957892,0.003146361,0.0001526499,0.00001737539,0.000007411739,0.00005933756,0.0002078322,0.000002844077,0.0006170174],"genre_scores_gemma":[0.9978934,0.001258194,0.00009082351,0.00003864917,0.00002350398,0.00005333514,0.0004263144,0.000002280158,0.0002135409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002060683,"threshold_uncertainty_score":0.006146133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07223359703200063,"score_gpt":0.3813831039720231,"score_spread":0.3091495069400224,"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."}}