{"id":"W2196846601","doi":"10.5864/d2014-030","title":"Build on Success: CIPHI Challenges for the Next Millennium","year":2014,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Pace; Witness; Public health; Curriculum; Public relations; Political science; Professional association; Professional development; Medicine; Management; Law; Nursing; Medical education; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02697446,0.00206705,0.001703562,0.003610425,0.02839947,0.02918736,0.007581674,0.01612275,0.06156497],"category_scores_gemma":[0.04276924,0.0009513067,0.0009779652,0.004218245,0.02287008,0.02184743,0.03814221,0.03148209,0.01621222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02972403,"about_ca_system_score_gemma":0.162685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2451192,"about_ca_topic_score_gemma":0.3185264,"domain_scores_codex":[0.9672092,0.004402334,0.0006268353,0.00173208,0.01152885,0.01450063],"domain_scores_gemma":[0.898727,0.009740649,0.001635007,0.002495453,0.0156843,0.0717176],"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":[0.00002467684,0.00008277842,0.001024055,0.0003240013,0.00001446493,0.0001802264,0.003935203,0.00005721047,0.00006496238,0.03909686,0.893699,0.06149663],"study_design_scores_gemma":[0.00001410704,0.00004261189,0.002445243,0.001022176,0.000009501426,0.0001248255,0.01691323,0.0000971495,0.00004349109,0.01477546,0.964471,0.00004116343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00160353,0.01435917,0.0006558618,0.9321504,0.006596827,0.00005322286,0.0002797607,0.0002406544,0.04406054],"genre_scores_gemma":[0.1850022,0.09138543,0.007944068,0.5679913,0.01244039,0.001094109,0.002541098,0.001175546,0.1304259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2451192,"threshold_uncertainty_score":0.487385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1614915033092252,"score_gpt":0.4759720718294902,"score_spread":0.3144805685202651,"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."}}