{"id":"W4392121666","doi":"10.15173/m.v1i35.2200","title":"Hodgkin's Lymphoma","year":2019,"lang":"en","type":"article","venue":"The Meducator","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphoma; Medicine; Immunology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001249713,0.0002241689,0.0001972409,0.0008438355,0.0008619718,0.0006155707,0.000307259,0.000550386,0.3905445],"category_scores_gemma":[0.0005526188,0.0001368324,0.0001923533,0.0003505356,0.0001971576,0.0005407796,0.0007245541,0.0007778836,0.1459571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003127947,"about_ca_system_score_gemma":0.0004807495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008623842,"about_ca_topic_score_gemma":0.003807616,"domain_scores_codex":[0.9998869,0.00001703567,0.000005004236,0.00001702019,0.00004279103,0.00003126542],"domain_scores_gemma":[0.9996319,0.00007365931,0.00002447433,0.00002669245,0.0000839688,0.0001592989],"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":[0.00008481785,0.0001146591,0.003546093,0.0001091086,0.000005035944,0.002182802,0.00004375762,0.00004413624,0.0009270022,0.001387752,0.7411745,0.2503803],"study_design_scores_gemma":[0.00002620743,0.00006653534,0.005095665,0.0001057906,0.00000489031,0.004171973,0.00003421149,0.00003761635,0.0002054815,0.0005779646,0.9896688,0.000004889448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00657767,0.005172396,0.0006656412,0.008736456,0.00260378,0.0001301413,0.002162601,0.000566385,0.9733849],"genre_scores_gemma":[0.02060444,0.005104833,0.0007932176,0.00508417,0.003109971,0.00006183229,0.001337825,0.0001501206,0.9637536],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3905445,"threshold_uncertainty_score":0.8693143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00821799385143913,"score_gpt":0.2531611500474509,"score_spread":0.2449431561960118,"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."}}