{"id":"W6958473569","doi":"10.6084/m9.figshare.22043429.v1","title":"Too Little, Too Late: How we fail vulnerable Canadians as they die and what to do about it","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Vulnerability (computing); Agency (philosophy); State (computer science)","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":[0.01068116,0.0005988993,0.0008611607,0.00200442,0.05314808,0.01267176,0.004464074,0.004804109,0.01839468],"category_scores_gemma":[0.04774293,0.000582987,0.0008293841,0.005446861,0.01492566,0.006979374,0.007543032,0.009926178,0.001437622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1202327,"about_ca_system_score_gemma":0.4062181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930632,"about_ca_topic_score_gemma":0.997777,"domain_scores_codex":[0.9860678,0.002961864,0.000307319,0.0005245655,0.003547289,0.00659123],"domain_scores_gemma":[0.9625325,0.005098489,0.001996945,0.0008108137,0.01432473,0.01523651],"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":[0.0001097003,0.00009955871,0.0351954,0.0004954463,0.00008072789,0.0004705654,0.1412076,0.0001728296,0.0001281188,0.04770967,0.6826043,0.09172613],"study_design_scores_gemma":[0.00005954636,0.0000686979,0.07491023,0.003450117,0.0001788934,0.0002044447,0.6054504,0.0002058834,0.0001963143,0.01657733,0.2984238,0.00027431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.07071781,0.009780273,0.0005553283,0.8132693,0.001487594,0.0001927121,0.002694349,0.00009072327,0.1012118],"genre_scores_gemma":[0.7062957,0.0214495,0.002627974,0.1995495,0.0005634759,0.0005405687,0.002347551,0.0003946616,0.06623101],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1202327,"threshold_uncertainty_score":0.8723537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486980107704071,"score_gpt":0.2755833764759334,"score_spread":0.2507135753988927,"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."}}