{"id":"W2034730998","doi":"10.1159/000067148","title":"Raising Hemoglobin: An Opportunity for Increasing Survival?","year":2002,"lang":"en","type":"review","venue":"Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Hemoglobin; Medicine; Anemia; Hypoxia (environmental); Radiation therapy; Internal medicine; Survival rate; Oncology; Gastroenterology; Physiology; Oxygen; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000712694,0.0003871836,0.002994208,0.0002377692,0.0001147382,0.00001708736,0.0001621906,0.0006599349,0.001031326],"category_scores_gemma":[0.0008171542,0.0002860907,0.0006027078,0.0003815572,0.00007485778,0.00005389285,0.0000627553,0.0003699551,0.00006963635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009950761,"about_ca_system_score_gemma":0.00101104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001413556,"about_ca_topic_score_gemma":0.00003015019,"domain_scores_codex":[0.9977205,0.0005306695,0.0006266115,0.0004985366,0.0001892689,0.0004343842],"domain_scores_gemma":[0.9973771,0.001188964,0.0003522203,0.0004169908,0.0001129754,0.0005517366],"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":[0.0001534441,0.0006418365,0.000007882706,0.005578733,0.0002794389,0.0001291176,0.00001509376,1.531042e-8,6.611616e-7,0.00008070992,0.0005232283,0.9925898],"study_design_scores_gemma":[0.00259834,0.002611645,0.000007801697,0.002091446,0.002236447,0.0004339006,0.00001413112,0.000002073882,7.007835e-7,0.0001306044,0.9896424,0.0002305404],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002636539,0.9589368,0.0000435845,0.0001462145,0.0009796878,0.001531404,0.00009876055,0.00008087223,0.03815633],"genre_scores_gemma":[0.00003558557,0.9945139,0.0009919024,0.0004100827,0.001431748,0.0002432944,0.0008064309,0.00007654419,0.001490502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9923593,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3432150013098262,"score_gpt":0.4690736954263776,"score_spread":0.1258586941165514,"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."}}