{"id":"W2170400212","doi":"10.12927/hcpap.2009.20778","title":"A University Challenge: Responding to Continuing Professional Education and Development Needs","year":2009,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Public health; Equity (law); Population health; Continuing professional development; Public policy; Health policy; Continuing education; Professional development; Sociology; Political science; Library science; Management; Medical education; Medicine; Nursing; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01027602,0.0004996955,0.0009049515,0.0006083252,0.01368264,0.008356581,0.002747609,0.08597211,0.005702178],"category_scores_gemma":[0.02506196,0.0005996673,0.0009886232,0.0007218445,0.01037112,0.008684792,0.005658001,0.06585889,0.002529575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009316,"about_ca_system_score_gemma":0.01871408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0140378,"about_ca_topic_score_gemma":0.03391795,"domain_scores_codex":[0.9894839,0.004037486,0.0009726388,0.001126799,0.002756973,0.001622231],"domain_scores_gemma":[0.9792745,0.01029503,0.00144885,0.0006762994,0.002570564,0.00573479],"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":[0.00004338221,0.0001505296,0.002669818,0.0001373638,0.00001788803,0.00440175,0.003576663,0.0001951921,0.0008518304,0.02642759,0.9310068,0.03052112],"study_design_scores_gemma":[0.00008332516,0.0002384945,0.003585102,0.0005910171,0.00001785195,0.006295688,0.01305013,0.0008941808,0.0003292213,0.03539248,0.9393641,0.0001585168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007672564,0.000381446,0.0001160311,0.9949573,0.001987831,0.000007441142,0.000003340311,0.000008819906,0.001770537],"genre_scores_gemma":[0.00806369,0.0004609663,0.0004435755,0.9834132,0.004209621,0.00002745766,0.000004590676,0.00001000999,0.003366972],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08597211,"threshold_uncertainty_score":0.06759262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06253797335232494,"score_gpt":0.385881253675114,"score_spread":0.323343280322789,"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."}}