{"id":"W4220689890","doi":"10.7710/2641-1148.2183","title":"Big Ten Case Study: How Health Professions Faculty are Evaluated, Incentivized, and Rewarded for Interprofessional Education in Academia","year":2022,"lang":"en","type":"article","venue":"Health Interprofessional Practice and Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Interprofessional education; Perspective (graphical); Health care; Medical education; Quality (philosophy); Nursing; Psychology; Medicine; Political science","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007550766,0.0005341639,0.0008314385,0.0009378546,0.006551576,0.00007695589,0.0003285535,0.0005523554,0.0002523575],"category_scores_gemma":[0.001898919,0.000484966,0.00008622725,0.001023174,0.0001113941,0.001099003,0.0007441335,0.005367985,0.00001950349],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002632117,"about_ca_system_score_gemma":0.06652762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007809555,"about_ca_topic_score_gemma":0.004361618,"domain_scores_codex":[0.9871018,0.007837664,0.001854094,0.001237267,0.0009508287,0.001018338],"domain_scores_gemma":[0.9924461,0.002564521,0.002694471,0.0005147725,0.00109941,0.0006807691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.008281279,0.01007014,0.1752166,0.002113733,0.0001272089,0.00002403718,0.1482515,0.000007374557,0.0001061803,0.003643228,0.3429631,0.3091956],"study_design_scores_gemma":[0.002827846,0.0008756013,0.03536876,0.002616574,0.0000502882,0.0003860709,0.8734028,0.0006924908,0.000001697272,0.001969713,0.08132334,0.0004848363],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.703258,0.002040277,0.0002881027,0.2746207,0.01086318,0.008388688,0.0002083072,0.00009708992,0.0002356171],"genre_scores_gemma":[0.9235178,0.0002103248,0.002746584,0.04443208,0.0008338061,0.01284747,0.001030209,0.00009022719,0.0142915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7251512,"threshold_uncertainty_score":0.9997602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061268791082427,"score_gpt":0.551610804415652,"score_spread":0.4454839253074094,"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."}}