{"id":"W4388409417","doi":"10.1161/blog.20231106.328532","title":"Article Commentary: “Attributable Costs of Stroke in Ontario, Canada, and Their Variation by Stroke Type and Social Determinants of Health”","year":2023,"lang":"en","type":"dataset","venue":"","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; American Heart Association","keywords":"Stroke (engine); Variation (astronomy); Social determinants of health; Gerontology; Environmental health; Demography; Medicine; Sociology; Public health; Nursing; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01080712,0.001365192,0.003137128,0.002779341,0.002873805,0.003704225,0.00606435,0.01547127,0.01678152],"category_scores_gemma":[0.05933414,0.001313474,0.003244966,0.007165818,0.002338824,0.002290738,0.002308096,0.01032829,0.007201336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.019646,"about_ca_system_score_gemma":0.07560229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8118823,"about_ca_topic_score_gemma":0.8316335,"domain_scores_codex":[0.9905515,0.001905348,0.001682028,0.0009532337,0.00384791,0.001060114],"domain_scores_gemma":[0.9506434,0.0180946,0.003160546,0.001397565,0.02342524,0.003278604],"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":[0.00002235008,0.0000023092,0.0003134402,0.00007897711,0.00002078561,0.00001063494,0.00001712673,0.00003691106,0.000004983516,0.0001394067,0.9988397,0.0005134382],"study_design_scores_gemma":[0.0006638997,0.00002414124,0.01423574,0.002785878,0.0003229492,0.00009342418,0.0003061929,0.0006500474,0.0001385218,0.001488872,0.9791406,0.0001498607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"dataset","genre_scores_codex":[0.001628992,0.003731583,0.0002513436,0.7048976,0.07577278,0.0001671941,0.2071578,0.0002059051,0.006186916],"genre_scores_gemma":[0.01648454,0.006452607,0.00108388,0.8083642,0.07440446,0.0006734732,0.06576157,0.0003144142,0.02646094],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1881177,"threshold_uncertainty_score":0.3784512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832885754182662,"score_gpt":0.2664268865253518,"score_spread":0.2480980289835252,"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."}}