{"id":"W6989894610","doi":"","title":"A Comparative Analysis Of Mental Health Reform: Canada, The United Kingdom, And Australia","year":2024,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Mental health; Pace; Government (linguistics); Corporate governance; Health policy; Politics; Scale (ratio); Institutionalism; Health care","routes":{"ca_aff":false,"ca_fund":true,"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":[0.005248905,0.0002366687,0.0008502193,0.007159988,0.01219757,0.007285432,0.001239627,0.001329074,0.003252798],"category_scores_gemma":[0.01869683,0.0003787525,0.0004880657,0.0175426,0.005789911,0.002652433,0.004622198,0.002433963,0.0001335279],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2361357,"about_ca_system_score_gemma":0.2622171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948469,"about_ca_topic_score_gemma":0.9969789,"domain_scores_codex":[0.9895902,0.001331457,0.0003097476,0.0003864716,0.003977142,0.00440489],"domain_scores_gemma":[0.9843406,0.002387678,0.00126903,0.0003689242,0.007885288,0.003748383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006762813,0.0003502082,0.257483,0.001602344,0.0003167589,0.00216467,0.3280158,0.002227693,0.0009025251,0.1843819,0.03534068,0.1865382],"study_design_scores_gemma":[0.00002960218,0.0000865778,0.7438874,0.0008086198,0.00009493878,0.0001610993,0.1501575,0.0005456599,0.0002288875,0.001068877,0.1028394,0.00009147717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861561,0.01457135,0.0002908363,0.02031332,0.0001979312,0.0002626087,0.001220662,0.0000217729,0.07696549],"genre_scores_gemma":[0.9852747,0.006988918,0.0003267609,0.001610614,0.00002777033,0.00007100707,0.0004533382,0.00001488578,0.005231955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2361357,"threshold_uncertainty_score":0.8859743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07844015759679814,"score_gpt":0.2916908481443136,"score_spread":0.2132506905475154,"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."}}