{"id":"W6949463445","doi":"10.5281/zenodo.15148897","title":"The Impact of Healthcare Policy on Long-Term Care Facilities in Canada","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Health care; Healthcare policy; Sustainability; Public policy; Quality (philosophy); Population ageing; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002345995,0.0002507757,0.0003844121,0.001598275,0.01044857,0.006619998,0.001948814,0.001360794,0.006761756],"category_scores_gemma":[0.01006784,0.0002826694,0.0006802023,0.004792374,0.003860947,0.00155646,0.003531717,0.002930614,0.0002579307],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2931653,"about_ca_system_score_gemma":0.3796545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984671,"about_ca_topic_score_gemma":0.9993813,"domain_scores_codex":[0.9928938,0.0006189042,0.0001464865,0.0002338023,0.001925558,0.004181472],"domain_scores_gemma":[0.985526,0.001560145,0.001174771,0.0001967555,0.005471346,0.006071043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005428013,0.0003834348,0.4698254,0.001015072,0.0003208523,0.001531904,0.0183088,0.008367582,0.001365578,0.2399359,0.1206352,0.1377676],"study_design_scores_gemma":[0.00009393431,0.0001625757,0.7911595,0.001592425,0.0002133945,0.0003031387,0.05374509,0.003572124,0.0007671314,0.006991999,0.1411764,0.0002223411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7090772,0.01245889,0.0008669904,0.152222,0.0003945718,0.0001276346,0.005031948,0.00007342227,0.1197473],"genre_scores_gemma":[0.9841994,0.003472033,0.0003657801,0.00490115,0.00004972675,0.00002355509,0.0005283074,0.00001848836,0.006441546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7068347,"threshold_uncertainty_score":0.819828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924970690983067,"score_gpt":0.4056639675659922,"score_spread":0.3564142606561615,"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."}}