{"id":"W4403867922","doi":"10.18060/27660","title":"Resuscitating Equality","year":2024,"lang":"en","type":"article","venue":"Advances in Social Work","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01166828,0.0008661803,0.001000041,0.0009792714,0.00736086,0.007885927,0.002637977,0.01069306,0.01602603],"category_scores_gemma":[0.04429709,0.0002891408,0.0011821,0.0006179264,0.01594714,0.01246397,0.01895254,0.02139786,0.0040605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004874909,"about_ca_system_score_gemma":0.0129642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002434981,"about_ca_topic_score_gemma":0.004054717,"domain_scores_codex":[0.9867302,0.006528702,0.0006183329,0.001919754,0.002280955,0.001922106],"domain_scores_gemma":[0.9865781,0.0049717,0.00135027,0.002572254,0.002096425,0.002431272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004981878,0.0000666159,0.001138008,0.0003744392,0.00004677231,0.001302627,0.009009508,0.0003257882,0.0002916505,0.7061149,0.1850511,0.09622885],"study_design_scores_gemma":[0.0000235221,0.00006718644,0.0004362607,0.00155764,0.00001914291,0.001162954,0.004434834,0.0002773232,0.0003575796,0.3426819,0.648948,0.00003369131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007666248,0.04006023,0.030009,0.6869066,0.0324556,0.0001887504,0.0001874404,0.0002820575,0.202244],"genre_scores_gemma":[0.3460798,0.03327885,0.02049763,0.4800995,0.03353227,0.0006479655,0.0003859731,0.0006258668,0.0848521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01602603,"threshold_uncertainty_score":0.06170851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08358708596648466,"score_gpt":0.5154734765786135,"score_spread":0.4318863906121289,"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."}}