{"id":"W2186007768","doi":"10.1080/14739879.2015.11494300","title":"General practitioners’ preferences for future continuous professional development: evidence from a Danish discrete choice experiment","year":2015,"lang":"en","type":"article","venue":"Education for Primary Care","topic":"Innovations in Medical Education","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Danish; Psychology; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002685223,0.0001757748,0.0002293477,0.0001046906,0.0002260778,0.00004982567,0.000154848,0.0001479936,0.00008570422],"category_scores_gemma":[0.0009342762,0.00015337,0.00006049968,0.0001918485,0.000052208,0.0003948284,0.00003561285,0.0001679265,0.00001346923],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000984246,"about_ca_system_score_gemma":0.006324799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004910723,"about_ca_topic_score_gemma":0.00001100712,"domain_scores_codex":[0.9984756,0.00004256628,0.0004069958,0.0003970612,0.0004584309,0.0002193884],"domain_scores_gemma":[0.9975469,0.000128069,0.0002421783,0.000287724,0.001645978,0.0001492022],"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":[0.0007551255,0.001111899,0.02036203,0.001023905,0.0001599581,4.351641e-7,0.07177201,0.000004073028,0.003592058,0.001152815,0.647885,0.2521807],"study_design_scores_gemma":[0.001833348,0.0003479878,0.08360291,0.0008984735,0.0001400176,0.000007802799,0.06559035,0.00002990371,0.007344859,0.0005076717,0.8393376,0.0003590762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680455,0.003413326,0.003184305,0.008147607,0.0122227,0.003125367,0.00007048834,0.00009667002,0.001693978],"genre_scores_gemma":[0.5428882,0.00003555385,0.393344,0.006214097,0.01054787,0.008998813,0.02426585,0.00007507458,0.01363051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4251573,"threshold_uncertainty_score":0.9993084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246864100315731,"score_gpt":0.3747871696919421,"score_spread":0.3323185286887848,"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."}}