{"id":"W2144147029","doi":"10.1182/asheducation-2008.1.334","title":"Challenging Problems: Coincident Pregnancy, HIV Infection, and Older Age","year":2008,"lang":"en","type":"article","venue":"Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Lymphoma; Vinblastine; Pregnancy; Chemotherapy; Disease; Radiation therapy; Intensive care medicine; Internal medicine; Surgery; Pediatrics; Oncology","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":[],"consensus_categories":[],"category_scores_codex":[0.00002573871,0.000110696,0.0002849929,0.00006707366,0.00009879834,0.000003733748,0.00001618639,0.00007908366,0.00007686706],"category_scores_gemma":[0.00002026845,0.0000876683,0.00004285649,0.00005445432,0.00007868408,0.00003457888,0.00003024266,0.00005069423,0.00007495566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004497342,"about_ca_system_score_gemma":0.00003256924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000692653,"about_ca_topic_score_gemma":0.00003549452,"domain_scores_codex":[0.9993373,0.0000185786,0.0001667941,0.0002100586,0.00008023895,0.0001870253],"domain_scores_gemma":[0.9996389,0.00004023975,0.0000444862,0.0001565498,0.00003168852,0.00008812467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008870604,0.0004583556,0.9873025,0.0002578479,0.00009827748,0.002641798,0.001260117,0.000001714233,0.00003577326,0.004697241,0.002303312,0.0009341961],"study_design_scores_gemma":[0.003941814,0.0002361809,0.9643113,0.0007704261,0.0001028123,0.02200958,0.00004653312,0.00005674591,0.001934943,0.0002485736,0.006188675,0.0001523964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865612,0.007962667,0.0001283979,0.001236016,0.0000867862,0.0004080808,9.736167e-7,0.00009287384,0.003523039],"genre_scores_gemma":[0.995897,0.002994631,0.0001996099,0.0001789821,0.00002648465,0.0001378816,0.00001064878,0.00001259005,0.0005421927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02299118,"threshold_uncertainty_score":0.357501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705185886864993,"score_gpt":0.2606649745028876,"score_spread":0.2336131156342376,"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."}}