{"id":"W4283821133","doi":"10.1111/medu.14867","title":"Building a theoretical model for virtual interprofessional education","year":2022,"lang":"en","type":"article","venue":"Medical Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University","funders":"McMaster University","keywords":"Interprofessional education; Medical education; Psychology; Computer science; Medicine; Health care; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001657449,0.0001721008,0.0002055234,0.0002420449,0.002039782,0.0000137942,0.0004150154,0.0002064019,0.01433557],"category_scores_gemma":[0.002280767,0.0001590458,0.00009060629,0.0003916372,0.0001167935,0.0001649353,0.0002396904,0.001042153,0.00008988507],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008505573,"about_ca_system_score_gemma":0.06227448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006076792,"about_ca_topic_score_gemma":0.00002809315,"domain_scores_codex":[0.9968553,0.0007252991,0.0006863236,0.0004066815,0.0009241495,0.0004023035],"domain_scores_gemma":[0.9980898,0.0005833854,0.0002636445,0.0002837063,0.000518377,0.0002610162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004234105,0.0009235319,0.0006109222,0.00004575185,0.000008602527,7.402762e-8,0.003780449,0.00005523521,0.0002065243,0.7045472,0.2607035,0.02869481],"study_design_scores_gemma":[0.001497443,0.0003267135,0.001463108,0.0007088372,0.00005895259,0.0000132126,0.04662979,0.4277395,0.0000318234,0.2506916,0.2702596,0.0005794039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6306126,0.0002156199,0.1907496,0.1234894,0.04011383,0.003357363,0.00008685544,0.0002636955,0.01111095],"genre_scores_gemma":[0.908107,0.000004522488,0.008537465,0.05254323,0.001286496,0.008835004,0.0005216202,0.00004156764,0.02012314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4538556,"threshold_uncertainty_score":0.9992594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773048301802963,"score_gpt":0.4702290082153854,"score_spread":0.4524985251973558,"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."}}