{"id":"W7084067593","doi":"10.6084/m9.figshare.c.8053060.v1","title":"The intersections of palliative care and homelessness in social policy: A content analysis of Canadian policy documents","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Advanced Multi-Objective Optimization Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Providence Health Care; University of British Columbia; McGill University; Simon Fraser University","funders":"","keywords":"Palliative care; Content analysis; Ethnic group; Social policy; Social care; National Policy; Social work","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001998301,0.0001576282,0.0003727175,0.003723894,0.00009011857,0.00003965607,0.0004831498,0.0001265805,0.00099925],"category_scores_gemma":[0.0003928321,0.0001378387,0.000102477,0.004458411,0.00002966956,0.00006107751,0.0002104951,0.0001228498,0.000003501681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903172,"about_ca_system_score_gemma":0.0009247956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2596619,"about_ca_topic_score_gemma":0.6596646,"domain_scores_codex":[0.9990974,0.00006257729,0.0002231654,0.0002718959,0.0001453484,0.0001996176],"domain_scores_gemma":[0.9989952,0.00007671778,0.0003100821,0.0002564657,0.0002984499,0.00006303684],"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":[0.00006635825,0.0004012673,0.005917222,0.002996074,0.0127744,0.0000715175,0.1398256,0.0136007,0.00001772438,0.05864129,0.4141465,0.3515413],"study_design_scores_gemma":[0.005842061,0.0003090915,0.2590399,0.01257758,0.0007968618,0.000001385023,0.02577701,0.05630714,0.0003547249,0.0009551859,0.6351054,0.002933719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00001462921,0.002469208,0.008943523,0.0009546881,0.0002116441,0.00185973,0.6961225,0.0001277076,0.2892963],"genre_scores_gemma":[0.333553,0.003392341,0.03936766,0.0020586,0.002214413,0.004292911,0.1706756,0.001200305,0.4432451],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.525447,"threshold_uncertainty_score":0.999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03859248159582912,"score_gpt":0.3245125695124244,"score_spread":0.2859200879165952,"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."}}