{"id":"W2625576907","doi":"10.1002/cncr.30824","title":"Hodgkin lymphoma classification: Are we at a crossroads?","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Germinal center; Lymphoma; Medicine; Phenotype; Follicular lymphoma; Pathology; CD30; Hodgkin lymphoma; B cell; Cancer research; Gene; Immunology; Biology; Genetics; Antibody","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":[0.005510568,0.0003790856,0.001296105,0.00257672,0.001156361,0.00306693,0.001638189,0.002067169,0.004008427],"category_scores_gemma":[0.01099866,0.0002216769,0.0002759187,0.00231678,0.002452675,0.01062485,0.001736939,0.002677664,0.001852367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119796,"about_ca_system_score_gemma":0.001826512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003346735,"about_ca_topic_score_gemma":0.005959851,"domain_scores_codex":[0.9981996,0.0004370793,0.0003068065,0.0002351762,0.000491894,0.0003293846],"domain_scores_gemma":[0.9945859,0.001119678,0.0008528649,0.0002321098,0.001953829,0.001255659],"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":[0.0003715843,0.000114353,0.1743386,0.0007697532,0.0001079578,0.001011305,0.002084507,0.0001812267,0.0009092275,0.01381169,0.09423509,0.7120647],"study_design_scores_gemma":[0.0001193305,0.0005725737,0.3512226,0.008411451,0.0003018366,0.02481067,0.02647402,0.001796066,0.0004239053,0.09622499,0.489391,0.0002515763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1730343,0.3319657,0.005952107,0.4568661,0.01380584,0.00007371682,0.0005830643,0.0002435877,0.01747563],"genre_scores_gemma":[0.7193246,0.1952758,0.007680302,0.04325838,0.02729082,0.0001200424,0.001470167,0.0001599868,0.005419834],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005510568,"threshold_uncertainty_score":0.02914304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021451815206359,"score_gpt":0.3750435132963806,"score_spread":0.2728983317757447,"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."}}