{"id":"W2980912419","doi":"10.12927/hcpol.2019.25942","title":"Creating Clinical Cohorts: Challenges Encountered in Two Canadian Provinces","year":2019,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nine Circles Community Health Centre; Government of Manitoba; St. Michael's Hospital; University of Manitoba; Bruyère; Memorial University of Newfoundland; Manitoba Health","funders":"","keywords":"Human immunodeficiency virus (HIV); Linkage (software); Health care; Public health; Data collection; Healthcare system; Political science; Economic growth; Public relations; Medicine; Family medicine; Nursing; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.06603587,0.0007252047,0.001117678,0.005041866,0.03561392,0.01182541,0.008409955,0.002752588,0.004270549],"category_scores_gemma":[0.1058999,0.001725728,0.001138748,0.01046108,0.005468712,0.002646961,0.01130556,0.003905728,0.0006274086],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1795919,"about_ca_system_score_gemma":0.4318366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933647,"about_ca_topic_score_gemma":0.9970418,"domain_scores_codex":[0.9495324,0.01521941,0.004504172,0.00456844,0.01264927,0.01352627],"domain_scores_gemma":[0.8723702,0.02756004,0.006290131,0.01266551,0.05048674,0.03062742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002202652,0.0007424425,0.29919,0.002523541,0.0004708065,0.006514831,0.2256133,0.003802795,0.002380271,0.06303509,0.1299389,0.2635853],"study_design_scores_gemma":[0.000486342,0.0003997194,0.287771,0.003208015,0.0002660955,0.001745903,0.2193166,0.004049839,0.001849771,0.007716794,0.4726193,0.0005706014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6765708,0.011648,0.02770859,0.1770185,0.00342422,0.01257719,0.02466817,0.0008762471,0.06550829],"genre_scores_gemma":[0.8749294,0.003951156,0.05896388,0.02588592,0.0003750887,0.005248021,0.008677079,0.0005688272,0.02140059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8204081,"threshold_uncertainty_score":0.9515572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07728191673054058,"score_gpt":0.4637295312494034,"score_spread":0.3864476145188628,"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."}}