{"id":"W6920761502","doi":"10.6084/m9.figshare.22043429","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":"","field":"","cited_by":2,"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":[0.004563687,0.0006565008,0.0008295675,0.001293257,0.04296954,0.009382471,0.003946578,0.004065982,0.03391626],"category_scores_gemma":[0.02196734,0.0005602732,0.000820823,0.003583674,0.007738569,0.005016507,0.007734792,0.008096544,0.002836939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08125256,"about_ca_system_score_gemma":0.3207156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912773,"about_ca_topic_score_gemma":0.9977144,"domain_scores_codex":[0.993457,0.00095856,0.0001336998,0.0001915391,0.001498794,0.003760312],"domain_scores_gemma":[0.978985,0.001425069,0.0006643917,0.0003387824,0.006107809,0.01247897],"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":[0.00005451426,0.00005375136,0.01140466,0.000309763,0.00003266854,0.0002567177,0.0323329,0.00006946721,0.00005997204,0.01066944,0.8820888,0.06266729],"study_design_scores_gemma":[0.00008328158,0.00008223191,0.06844775,0.004544352,0.0001751248,0.0003074187,0.3839823,0.0001569941,0.0001542268,0.01023817,0.5315661,0.0002621097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04158336,0.01569233,0.0003984696,0.7747371,0.002754819,0.0002077618,0.004930449,0.0001665873,0.1595291],"genre_scores_gemma":[0.510269,0.0444639,0.003158693,0.2473719,0.001052769,0.0008724528,0.005532739,0.0007240072,0.1865545],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08125256,"threshold_uncertainty_score":0.5895313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446454727363041,"score_gpt":0.2705688006778568,"score_spread":0.2361042534042264,"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."}}