{"id":"W2419465975","doi":"10.1111/idh.12233","title":"Building professional competence in dental hygiene students through a community‐based practicum","year":2016,"lang":"en","type":"article","venue":"International Journal of Dental Hygiene","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Practicum; Medicine; Competence (human resources); Focus group; Medical education; Population; Nursing; Oral hygiene; Health care; Psychology; Dentistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00649526,0.000624104,0.0004338943,0.001258163,0.005374694,0.003406517,0.002216087,0.001283617,0.005903293],"category_scores_gemma":[0.00648323,0.0006628089,0.0005144057,0.0005146877,0.002278735,0.001190133,0.008501478,0.002520512,0.001368616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002932873,"about_ca_system_score_gemma":0.01209657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818834,"about_ca_topic_score_gemma":0.01852926,"domain_scores_codex":[0.9971153,0.000887562,0.0001061825,0.0002646481,0.0007725006,0.0008538531],"domain_scores_gemma":[0.9920552,0.0009274326,0.0007077437,0.0003621285,0.001379498,0.004567842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004292737,0.01956862,0.1623906,0.001351075,0.00003994267,0.003779987,0.3462318,0.0003613396,0.01981928,0.00158575,0.01338729,0.431055],"study_design_scores_gemma":[0.0004341349,0.01295406,0.3283193,0.001622754,0.00008208956,0.006458464,0.4870144,0.0009420176,0.01158632,0.00199712,0.148349,0.0002401703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898281,0.0003605976,0.001251621,0.001346332,0.00009882358,0.0006586994,0.00003619326,0.00006126078,0.006358361],"genre_scores_gemma":[0.9816808,0.0006800698,0.008167456,0.0006901346,0.00006235456,0.0004170575,0.00008338156,0.00001814863,0.008200509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00649526,"threshold_uncertainty_score":0.03435069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023168862353055,"score_gpt":0.41488052613339,"score_spread":0.3846488375098595,"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."}}