{"id":"W2069363178","doi":"10.1016/j.bbmt.2009.07.007","title":"Impact of Declining Fertility Rates in Canada on Donor Options in Blood and Marrow Transplantation","year":2009,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Ottawa Hospital; University of Ottawa","funders":"Canadian Blood Services","keywords":"Sibling; Medicine; Fertility; Transplantation; Umbilical cord; Birth rate; Demography; Hematopoietic stem cell transplantation; Total fertility rate; Pediatrics; Internal medicine; Immunology; Population; Family planning; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003276728,0.0001869814,0.0003751561,0.001610712,0.00323207,0.002761977,0.001623868,0.0008593336,0.004766013],"category_scores_gemma":[0.01380516,0.0002354452,0.0005389626,0.004270959,0.001384846,0.0005681633,0.0009339832,0.001510275,0.0002391021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06918249,"about_ca_system_score_gemma":0.1153315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932042,"about_ca_topic_score_gemma":0.9964511,"domain_scores_codex":[0.9964546,0.0003743997,0.0002373809,0.000182369,0.001698488,0.001052755],"domain_scores_gemma":[0.9855453,0.001710316,0.002101134,0.0002153487,0.006863241,0.003564737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003610704,0.00009748278,0.7389231,0.0006941665,0.0001615182,0.001811313,0.002584244,0.002732415,0.0005345361,0.01857304,0.1106979,0.1228293],"study_design_scores_gemma":[0.00008307327,0.00008734045,0.8643842,0.0009906815,0.00012248,0.001296804,0.005207403,0.002159619,0.0006416966,0.001688254,0.1232159,0.0001225736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6418359,0.03670948,0.001329704,0.2242433,0.001500509,0.000243887,0.02637397,0.0002656075,0.0674976],"genre_scores_gemma":[0.9541547,0.01615302,0.001753598,0.01780924,0.0002725068,0.00004984461,0.003517239,0.00006658112,0.00622335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06918249,"threshold_uncertainty_score":0.5019565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610652369407058,"score_gpt":0.2828840390722815,"score_spread":0.266777515378211,"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."}}