{"id":"W2809423523","doi":"10.23889/ijpds.v3i2.552","title":"A Comparison of Mental Health Performance Indicators in Canada","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Institut universitaire en santé mentale de Montréal; University of Calgary; Simon Fraser University","funders":"","keywords":"Mental health; Medicine; Addiction; Demography; Family medicine; Psychiatry","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":[0.005403283,0.0006632379,0.0007226755,0.009111945,0.002320425,0.002673401,0.001479113,0.0003247271,0.001463207],"category_scores_gemma":[0.01742026,0.0002796022,0.001011726,0.01615182,0.0007425574,0.0006785347,0.002129515,0.0007966096,0.0001843508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06961401,"about_ca_system_score_gemma":0.08565945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946069,"about_ca_topic_score_gemma":0.994331,"domain_scores_codex":[0.9923414,0.000817056,0.0005308548,0.0005474209,0.004280597,0.001482625],"domain_scores_gemma":[0.979189,0.001313969,0.001509347,0.0003961464,0.01595092,0.001640686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000431369,0.0001034634,0.9386303,0.0003381772,0.0003513565,0.00006842918,0.001975666,0.002347632,0.0002482377,0.002128433,0.007903041,0.0454738],"study_design_scores_gemma":[0.0000189478,0.00006486457,0.9928235,0.0000716687,0.00005097469,0.00001418528,0.001210524,0.001199704,0.0001525777,0.00008689472,0.004283831,0.00002239021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8978223,0.002988548,0.00245992,0.001829755,0.0001973574,0.0008139085,0.0598857,0.0003112412,0.03369123],"genre_scores_gemma":[0.9807748,0.000763824,0.002450275,0.0001218791,0.00001467511,0.0001883104,0.0140802,0.0000349002,0.001570968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06961401,"threshold_uncertainty_score":0.5050874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6546300738231517,"score_gpt":0.7237840988526539,"score_spread":0.06915402502950219,"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."}}