{"id":"W4283065589","doi":"10.1148/rg.210162","title":"Non-Hodgkin Lymphoma Imaging Spectrum in Children, Adolescents, and Young Adults","year":2022,"lang":"en","type":"article","venue":"Radiographics","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Medicine; Lymphoma; Medical imaging; Clinical trial; Clinical Practice; Modalities; Hodgkin lymphoma; Radiology; Medical physics; Health care; Family medicine; Pathology","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":[0.0003561058,0.0002251332,0.0002330472,0.00134355,0.000398401,0.0006331725,0.0001933003,0.0003363462,0.003825636],"category_scores_gemma":[0.001021929,0.0001762897,0.0001456973,0.0006206719,0.0003796242,0.0006877286,0.0004932266,0.0004138087,0.0008849757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003901887,"about_ca_system_score_gemma":0.0004383455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854604,"about_ca_topic_score_gemma":0.003803696,"domain_scores_codex":[0.9997731,0.00004346062,0.00003536836,0.00003403993,0.00006228462,0.00005171506],"domain_scores_gemma":[0.9996406,0.00007243356,0.0001149031,0.00001052118,0.00006116521,0.0001004623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001517582,0.00009930475,0.8098606,0.0002861132,0.00004236824,0.04632226,0.001055955,0.0002410319,0.005285972,0.002309074,0.01653164,0.117814],"study_design_scores_gemma":[0.00002999657,0.0001861545,0.5553148,0.001203408,0.00006462444,0.368075,0.002849348,0.0003634584,0.001627268,0.001721412,0.06853856,0.00002597765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8134066,0.06252067,0.003096445,0.005916933,0.000318064,0.0002176926,0.001411486,0.0002971989,0.1128149],"genre_scores_gemma":[0.9737372,0.01728052,0.002331909,0.001231635,0.0003109802,0.00005078708,0.0006293725,0.00004087754,0.004386702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003825636,"threshold_uncertainty_score":0.01279801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003577923648828313,"score_gpt":0.2108485751862687,"score_spread":0.2072706515374404,"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."}}