{"id":"W1578222388","doi":"","title":"Interview with Minister Leslie Ramsammy: Mental Health in Resource Poor Settings: A Social Justice Model","year":2009,"lang":"en","type":"article","venue":"Journal of the Canadian Academy of Child and Adolescent Psychiatry","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parliament; Latin Americans; Public administration; Political science; Agency (philosophy); Economic Justice; Social justice; Public health; Mental health; Law; Economic growth; Sociology; Medicine; Criminology; Politics; Economics; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161172,0.0001683209,0.00044487,0.0002646539,0.00036591,0.00005637409,0.0003782511,0.0001264661,0.000005487454],"category_scores_gemma":[0.0000373064,0.0001131782,0.0001207396,0.0002678555,0.00009476294,0.0002486808,0.00004438968,0.0007184639,0.000001096739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427438,"about_ca_system_score_gemma":0.0003211685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005308363,"about_ca_topic_score_gemma":0.000683698,"domain_scores_codex":[0.9983644,0.00006795621,0.0007326988,0.0001492939,0.0001882352,0.0004974504],"domain_scores_gemma":[0.9988654,0.000007982333,0.0008980046,0.00006551165,0.0000341522,0.0001289],"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":[0.00005980609,0.0000520037,0.000096747,0.0003626794,0.00001233303,3.32701e-7,0.00001346082,0.0001669462,7.163596e-7,0.005625473,0.9914494,0.002160064],"study_design_scores_gemma":[0.0008582438,0.0000330277,0.017686,0.001392549,0.00003730477,0.00004305039,0.0003503475,0.0009474984,1.590038e-7,0.0008190392,0.9777226,0.0001101732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001950924,0.001343679,0.00001028919,0.9935207,0.0002416072,0.000197907,0.00001254714,0.000004549237,0.002717787],"genre_scores_gemma":[0.06747969,0.0001210741,0.0001380557,0.9310042,0.00121037,3.240488e-7,0.000001767583,0.00001037954,0.00003418242],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06552877,"threshold_uncertainty_score":0.4615274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228061004937213,"score_gpt":0.2833501635466049,"score_spread":0.2610695534972327,"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."}}