{"id":"W2037091657","doi":"10.11157/fohpe.v16i2.74","title":"Interprofessional preceptor and preceptee educational programing: An interdisciplinary needs assessment","year":2015,"lang":"en","type":"article","venue":"Focus on Health Professional Education A Multi-Professional Journal","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College; Western University","funders":"","keywords":"Preceptor; Medical education; Relevance (law); Resource (disambiguation); Needs assessment; Medicine; Psychology; Nursing; Pedagogy; Sociology; Computer science; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005970224,0.001070933,0.001118854,0.00179027,0.005927945,0.0002008654,0.001088056,0.0009532978,0.002300118],"category_scores_gemma":[0.0011506,0.0008455557,0.0002532391,0.00131949,0.0003982842,0.001995813,0.001061786,0.005838771,0.0007548433],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003706128,"about_ca_system_score_gemma":0.08720054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002291245,"about_ca_topic_score_gemma":0.0002850439,"domain_scores_codex":[0.9837506,0.007330753,0.003257523,0.001294598,0.002619881,0.001746605],"domain_scores_gemma":[0.987118,0.001415384,0.002799532,0.0008537439,0.003422415,0.004390938],"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":[0.007003888,0.0181378,0.1190689,0.000702505,0.0002332525,0.000008496266,0.1033675,0.00006236073,0.0003543339,0.06878312,0.5597117,0.1225662],"study_design_scores_gemma":[0.01303518,0.004292535,0.3193237,0.01383477,0.0001058229,0.0003712937,0.5152594,0.003439593,0.0000431539,0.0538823,0.07401265,0.002399635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5788828,0.001632679,0.002493132,0.2934543,0.1088548,0.00709779,0.0001930618,0.000448594,0.006942762],"genre_scores_gemma":[0.8521553,0.0001059174,0.04287778,0.02142364,0.007168031,0.003909226,0.001308888,0.0002629189,0.07078829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4856991,"threshold_uncertainty_score":0.9993995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07496538447053312,"score_gpt":0.5536860379683112,"score_spread":0.478720653497778,"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."}}