{"id":"W3144497774","doi":"10.1002/pbc.28562","title":"Pediatric classical Hodgkin lymphoma","year":2021,"lang":"en","type":"review","venue":"Pediatric Blood & Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of British Columbia; University of Toronto; BC Cancer Agency","funders":"","keywords":"Medicine; Oncology; Cog; Chemotherapy; Procarbazine; Lymphoma; Disease; Internal medicine; Hodgkin lymphoma; Clinical trial; Vincristine; Cyclophosphamide","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001890456,0.001082852,0.004043479,0.0005568446,0.0001421339,0.00009738009,0.0003204997,0.0008803015,0.001302273],"category_scores_gemma":[0.0001390372,0.0008163836,0.001966466,0.001900437,0.00004918801,0.00007573872,0.0002431649,0.0004322063,0.0005552964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007078741,"about_ca_system_score_gemma":0.005493447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001480756,"about_ca_topic_score_gemma":0.00001721914,"domain_scores_codex":[0.99536,0.0001995243,0.001213968,0.001393051,0.0009079333,0.0009254792],"domain_scores_gemma":[0.9969565,0.0004713381,0.0006464596,0.001033814,0.0002158069,0.0006760805],"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":[0.000009978592,0.002378625,0.01276004,0.02475546,0.001189763,0.001926911,0.00002264257,1.645653e-7,1.482212e-8,0.00008787109,0.04623093,0.9106376],"study_design_scores_gemma":[0.003130816,0.0002270548,0.001519313,0.002311025,0.06839431,0.0005540379,0.000003946613,6.224961e-7,0.000001136082,0.000004119998,0.9231394,0.0007142466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00060185,0.9942831,0.000001364711,0.0001888616,0.001539414,0.001303608,0.0003040357,0.0001809285,0.001596824],"genre_scores_gemma":[0.00008046035,0.979422,0.0002329916,0.0002737636,0.01548232,0.001931524,0.0004228782,0.0002011724,0.001952864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9099234,"threshold_uncertainty_score":0.9996107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04714299371303457,"score_gpt":0.3539702669039926,"score_spread":0.306827273190958,"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."}}