{"id":"W6923285531","doi":"10.1371/journal.pone.0304457.g004","title":"LlSA cluster map of Canada Health Regions based on average Health Utilities Score, Canada Health Survey on Seniors 2019–2020.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cluster (spacecraft); Distribution (mathematics); Health data; Cold spot; Public health; Health assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003215388,0.0004936794,0.001110876,0.0002636905,0.0001156709,0.00001523449,0.0001675337,0.0002112773,0.04916097],"category_scores_gemma":[0.0004454147,0.0004123827,0.0001811072,0.0003002574,0.00002450935,0.00001445534,0.00004043718,0.0006667157,0.0001359764],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822383,"about_ca_system_score_gemma":0.0310356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956952,"about_ca_topic_score_gemma":0.9993805,"domain_scores_codex":[0.9964041,0.0004992462,0.0007128463,0.0006917485,0.001002735,0.0006893655],"domain_scores_gemma":[0.9975361,0.0003573702,0.000582996,0.0007868345,0.000119955,0.000616756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005617919,0.00008080779,0.00003876243,0.01823187,0.00005610491,0.00001297566,0.0001087682,0.00005749442,1.67127e-8,0.00001320532,0.9806761,0.0006677858],"study_design_scores_gemma":[0.0006943324,0.00106622,0.01806316,0.03535604,0.000007709372,0.000001995532,0.0001422569,0.0001849754,3.194049e-7,0.000007985493,0.9441496,0.0003254327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00001813845,0.009956849,0.000002719312,0.05233181,0.00122189,0.003049068,0.8994902,0.0001173085,0.03381198],"genre_scores_gemma":[0.006672854,0.0001330521,0.00003721508,0.03156246,0.0003340501,0.0001195049,0.4555896,0.0005857733,0.5049655],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4711535,"threshold_uncertainty_score":0.9998328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230903652462622,"score_gpt":0.2845699830283769,"score_spread":0.2614796177821147,"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."}}