{"id":"W2524350402","doi":"10.1177/2373379915599405","title":"Enumeration of the Schools and Students of Public Health in Canada","year":2015,"lang":"en","type":"article","venue":"Pedagogy in Health Promotion","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Public health; Accreditation; Medical education; Curriculum; Workforce; Medicine; Political science; Public relations; Sociology; Nursing; Pedagogy","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":[0.001116775,0.0004443952,0.0004083887,0.006688852,0.003033414,0.001692324,0.001865585,0.0004787584,0.004472021],"category_scores_gemma":[0.004947486,0.0003799148,0.0005108923,0.01054654,0.0008048491,0.0005909081,0.001712979,0.0008357845,0.0005628174],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04953333,"about_ca_system_score_gemma":0.1102921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991515,"about_ca_topic_score_gemma":0.995198,"domain_scores_codex":[0.9973862,0.0001302224,0.0001383186,0.0002329614,0.001170203,0.0009421718],"domain_scores_gemma":[0.989189,0.0003295589,0.001240719,0.0001709416,0.00491467,0.004154983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007589367,0.00006910711,0.9492638,0.0002265736,0.00003272174,0.0001056314,0.002093598,0.0001815289,0.0003557233,0.0006771991,0.01293534,0.03398298],"study_design_scores_gemma":[0.000005086147,0.0000224878,0.987462,0.00009845448,0.00001152543,0.00005583439,0.003034365,0.0003950838,0.0001278358,0.00004758066,0.008725256,0.00001461698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346938,0.002972102,0.0008043202,0.002856289,0.00007711322,0.0005431093,0.03523849,0.0002210659,0.02259381],"genre_scores_gemma":[0.9790748,0.002628339,0.001655793,0.0006015666,0.0000321753,0.0001756845,0.008517465,0.00002741506,0.007286728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9504667,"threshold_uncertainty_score":0.3593912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2488374138882032,"score_gpt":0.5491968968974028,"score_spread":0.3003594830091996,"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."}}