{"id":"W4252290951","doi":"10.3410/f.718135672.793493701","title":"Faculty Opinions recommendation of The prognostic impact of variant histology in nodular lymphocyte-predominant Hodgkin lymphoma: a report from the German Hodgkin Study Group (GHSG).","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"German; Hodgkin lymphoma; Lymphoma; Histology; Lymphocyte; Medicine; Internal medicine; Pathology; Oncology; History","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":[0.002276788,0.001102031,0.001356331,0.003199973,0.0004107732,0.00195037,0.002553136,0.001373126,0.04107581],"category_scores_gemma":[0.01773005,0.0004973258,0.001829669,0.004717198,0.00024357,0.001087424,0.001625225,0.001220898,0.02065471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388132,"about_ca_system_score_gemma":0.003319448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02242298,"about_ca_topic_score_gemma":0.04879568,"domain_scores_codex":[0.9983512,0.0003224475,0.0003119682,0.0004302429,0.0004061513,0.0001780069],"domain_scores_gemma":[0.9930242,0.001724,0.001584168,0.001011856,0.001898996,0.0007568017],"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":[0.0004200379,0.00003380561,0.01644351,0.001242919,0.0004573169,0.00002868377,0.00001633162,0.0002226405,0.0001124783,0.0001878669,0.9742822,0.006552277],"study_design_scores_gemma":[0.003544939,0.00009647862,0.2088252,0.002249216,0.00154033,0.0003924268,0.0001438699,0.00169786,0.0009097282,0.001652533,0.7788328,0.0001146253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006445451,0.0001509527,0.00006887741,0.0002148851,0.00003617489,0.00002466478,0.9982069,0.000073332,0.0005797375],"genre_scores_gemma":[0.003276018,0.0001669353,0.0003923026,0.0001950905,0.00003822975,0.0001592615,0.9946648,0.00004751884,0.001059787],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04107581,"threshold_uncertainty_score":0.1374123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446721701871737,"score_gpt":0.3636199373421915,"score_spread":0.3391527203234742,"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."}}