{"id":"W1986984086","doi":"10.1111/idh.12092","title":"Dental hygienists' perception of preparation and use for ultrasonic instrumentation","year":2014,"lang":"en","type":"article","venue":"International Journal of Dental Hygiene","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Niagara College; University of Manitoba","funders":"","keywords":"Preparedness; Medicine; Curriculum; Instrumentation (computer programming); Perception; Ultrasonic sensor; Dental hygiene; Medical education; Dentistry; Nursing; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002549533,0.000212392,0.0002325225,0.0006036236,0.000742826,0.001108872,0.0002822856,0.0007745782,0.00386913],"category_scores_gemma":[0.006774684,0.000263289,0.0003083466,0.0003466713,0.0008748515,0.0003266855,0.0008550248,0.0007958998,0.0004344004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009662152,"about_ca_system_score_gemma":0.001578961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0292118,"about_ca_topic_score_gemma":0.0347452,"domain_scores_codex":[0.9985263,0.0001999597,0.00009673747,0.00009566754,0.000823375,0.0002578935],"domain_scores_gemma":[0.9950027,0.001565991,0.001245993,0.0001021683,0.000816666,0.001266461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002226269,0.0004408546,0.9337493,0.0001522677,0.00003108085,0.0002350476,0.04183796,0.0001056059,0.00553251,0.000069491,0.0005215803,0.01710166],"study_design_scores_gemma":[0.00002214014,0.0005013227,0.9685342,0.00004277904,0.00001647751,0.0002106341,0.02873623,0.0001155728,0.0002381377,0.00002414222,0.001537017,0.00002149753],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989133,0.0001004646,0.00003686632,0.0001105851,0.000004393722,0.00001431695,0.00001560864,0.00000209686,0.0008023619],"genre_scores_gemma":[0.9989669,0.0001693324,0.0001174122,0.00009342963,0.000006911293,0.00001156891,0.00004304533,0.000001122157,0.0005903507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0292118,"threshold_uncertainty_score":0.05808353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015098397014441,"score_gpt":0.3536133100893561,"score_spread":0.3334623261192117,"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."}}