{"id":"W4321480547","doi":"10.21203/rs.3.rs-2551208/v1","title":"HCT Frailty Scale for Younger and Older Adults Undergoing Allogeneic Hematopoietic Cell Transplantation","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Hematopoietic cell; Hematopoietic stem cell transplantation; Medicine; Scale (ratio); Transplantation; Gerontology; Haematopoiesis; Oncology; Internal medicine; Stem cell; Biology; Geography; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006253366,0.0002940738,0.0003640762,0.001071199,0.0003096558,0.0002967893,0.0002767536,0.0002385772,0.002711343],"category_scores_gemma":[0.00173551,0.00007931279,0.0004892743,0.000482078,0.0001157656,0.0002488384,0.0005206572,0.0005019638,0.0003124597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041426,"about_ca_system_score_gemma":0.0002114847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531029,"about_ca_topic_score_gemma":0.005529283,"domain_scores_codex":[0.9998221,0.0000267969,0.00004149333,0.00001843701,0.00006156094,0.00002966277],"domain_scores_gemma":[0.9990729,0.00007828407,0.0005141518,0.00002001788,0.0001075589,0.0002070928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001796355,0.00004786792,0.9942247,0.00002709756,0.00004398854,0.0001103184,0.00008901316,0.00007094495,0.0001872033,0.00002710117,0.0008440574,0.004148012],"study_design_scores_gemma":[0.00002127322,0.0001549895,0.9988047,0.00001610638,0.00001628373,0.0002472551,0.00005973332,0.0001846723,0.00004076688,0.00002671524,0.0004239195,0.000003635873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953408,0.0006623449,0.0002116214,0.0001130343,0.00003040911,0.0001242075,0.001629155,0.00001537663,0.001873067],"genre_scores_gemma":[0.9969843,0.0001867861,0.0004042685,0.00005973282,0.00002435486,0.00006776289,0.001660569,0.000001680915,0.0006104598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003531029,"threshold_uncertainty_score":0.009070396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07600139555218435,"score_gpt":0.3892351355090218,"score_spread":0.3132337399568375,"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."}}