{"id":"W4389220987","doi":"10.1182/blood-2023-182013","title":"Impact of Publicly Reported Center Specific Analysis on Patient Selection Practices for Hematopoietic Stem Cell Transplantation","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Transplantation; Population; Hematopoietic cell; Confidence interval; Hematopoietic stem cell transplantation; Multivariate analysis; Internal medicine; Stem cell; Haematopoiesis; Biology; Environmental health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02467038,0.0003578789,0.0004305975,0.001776116,0.0005548119,0.001688487,0.0009798122,0.0004211839,0.002825249],"category_scores_gemma":[0.08046027,0.00024694,0.001128509,0.004731033,0.000777897,0.001022685,0.001833858,0.000866928,0.0002851906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873937,"about_ca_system_score_gemma":0.002970461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0165283,"about_ca_topic_score_gemma":0.01616496,"domain_scores_codex":[0.968932,0.01707027,0.003651879,0.003301117,0.00492524,0.002119487],"domain_scores_gemma":[0.7255983,0.08648004,0.1601112,0.01374926,0.009624636,0.004436521],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007012008,0.00002647191,0.994828,0.0000292285,0.0001641995,0.00001458794,0.000119053,0.0003433778,0.00002686767,0.000119509,0.001042715,0.00321589],"study_design_scores_gemma":[0.000009315138,0.000103308,0.9949339,0.00006711123,0.0001181501,0.00005644061,0.0005374652,0.001762088,0.000246475,0.0001625623,0.001988006,0.00001499998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830361,0.0006578894,0.001846216,0.00198101,0.00007528922,0.00008998383,0.009911723,0.0000652598,0.002336538],"genre_scores_gemma":[0.9961268,0.0000881541,0.0006833868,0.0001982174,0.00005471692,0.00006429,0.002590493,0.00001255267,0.0001812737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9753296,"threshold_uncertainty_score":0.130471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0922351297299126,"score_gpt":0.3607577900702736,"score_spread":0.268522660340361,"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."}}