{"id":"W7098457460","doi":"","title":"Study rationale ▪ Shortage of nurses in Canada","year":2015,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"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":[0.007481678,0.0005306453,0.0008051225,0.003471052,0.005846113,0.003434303,0.003721541,0.001817922,0.0100349],"category_scores_gemma":[0.02246776,0.0007382139,0.0009372623,0.005685457,0.003002601,0.001059164,0.002507695,0.001996111,0.0009189861],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1027845,"about_ca_system_score_gemma":0.2194629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902829,"about_ca_topic_score_gemma":0.991941,"domain_scores_codex":[0.9897475,0.001320693,0.0007322692,0.001174965,0.003286545,0.003738117],"domain_scores_gemma":[0.984611,0.002158504,0.002722698,0.0004162603,0.006755714,0.003335789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001085293,0.0006466047,0.7903039,0.003046246,0.0003705222,0.0007278621,0.01214327,0.00160647,0.0003095897,0.02918705,0.1211922,0.03938091],"study_design_scores_gemma":[0.001090307,0.0006674125,0.7834212,0.003490709,0.0005975089,0.0004090052,0.05032654,0.002851338,0.001177632,0.004724505,0.1510659,0.0001779807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7830373,0.006763199,0.001634998,0.04736144,0.00115026,0.01363061,0.069654,0.00008916081,0.07667898],"genre_scores_gemma":[0.9441159,0.002090473,0.002133324,0.01579723,0.0005550538,0.007677837,0.006055643,0.00002064493,0.02155388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8972155,"threshold_uncertainty_score":0.7457569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08935117802325553,"score_gpt":0.2201616843019917,"score_spread":0.1308105062787361,"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."}}