{"id":"W6958259403","doi":"10.6084/m9.figshare.13153000","title":"Additional file 4 of Revisiting the hypothesis of syndromic frailty: a cross-sectional study of the structural validity of the frailty phenotype","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier de l’Université de Montréal; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Montreal General Hospital; Jewish General Hospital","funders":"","keywords":"Selection (genetic algorithm); Phenotype; Structural variation; Identification (biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004506154,0.0001207779,0.0002007367,0.00002001639,0.0001212647,0.00006260181,0.001705675,0.00002983272,0.3031966],"category_scores_gemma":[0.006042121,0.00006879505,0.000236609,0.0004569334,0.00008134352,0.0002792509,0.0008660723,0.0001255519,0.00002796028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001459959,"about_ca_system_score_gemma":0.0001989596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001271354,"about_ca_topic_score_gemma":0.000002299584,"domain_scores_codex":[0.9984984,0.0001139826,0.0003924915,0.0002336876,0.000635947,0.0001255326],"domain_scores_gemma":[0.9967854,0.001680768,0.0006029454,0.0005923202,0.0002993652,0.00003922603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002020016,0.0001691777,0.008190949,0.0003926887,0.0001457009,0.000001757838,0.0006487793,0.0008396131,0.0001136985,0.0001055169,0.9864525,0.002919379],"study_design_scores_gemma":[0.0002036969,0.00007872871,0.9908696,0.0006332485,0.00001663058,0.000005889418,0.00006336214,0.002394968,0.001161308,0.0004898207,0.003981574,0.0001011269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1057535,0.00001786976,0.000001233617,0.00008047435,0.0000352383,0.0002548658,0.8932597,0.00001951881,0.0005776251],"genre_scores_gemma":[0.990078,3.493424e-8,0.0003203558,0.00009997703,0.00007147033,0.00003969152,0.00933977,0.000009353032,0.00004140035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9826787,"threshold_uncertainty_score":0.7233421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066059293520599,"score_gpt":0.2798906840782828,"score_spread":0.1732847547262229,"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."}}