{"id":"W1510320595","doi":"10.17269/cjph.105.4657","title":"Advancing public health skills and structures: An interview with John Frank","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Canadian Institutes of Health Research; University of Edinburgh; Institute of Population and Public Health; University of Toronto; Royal Society of Edinburgh; Royal Society; Canadian Institute for Advanced Research","keywords":"Psychology; Medical education; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0222779,0.0006871435,0.0009813921,0.00180416,0.04460568,0.01450586,0.003083501,0.02087993,0.003556022],"category_scores_gemma":[0.06208743,0.001712548,0.0007104158,0.002036162,0.02356743,0.01520938,0.007610499,0.04314425,0.0006544767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02105,"about_ca_system_score_gemma":0.03246278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.129744,"about_ca_topic_score_gemma":0.199264,"domain_scores_codex":[0.9770771,0.01239594,0.001063768,0.001445139,0.00367993,0.004338172],"domain_scores_gemma":[0.9473891,0.03122371,0.002313323,0.000499815,0.006910217,0.01166398],"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":[0.00006540636,0.0001201101,0.001299251,0.0002176026,0.00001738901,0.002256726,0.4263289,0.0002018479,0.0007737013,0.02881964,0.5306711,0.009228344],"study_design_scores_gemma":[0.00001216273,0.00003070873,0.001173723,0.0004080384,0.000008009186,0.0006623557,0.3901176,0.00010036,0.0002233723,0.003092219,0.6040687,0.0001028174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009265519,0.004447896,0.000658902,0.9740093,0.004781449,0.00004784487,0.00002264707,0.00001759968,0.00674892],"genre_scores_gemma":[0.139948,0.006202618,0.00232269,0.812385,0.001961674,0.0001965661,0.0000273276,0.0001859548,0.03677021],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.129744,"threshold_uncertainty_score":0.2579776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0752386507394412,"score_gpt":0.4196957908769786,"score_spread":0.3444571401375374,"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."}}