{"id":"W4414616571","doi":"10.1002/jdd.70051","title":"Students' Perception of the Gated Pathway Implemented in a Dental Hygiene Course","year":2025,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dental hygiene; Perception; Course (navigation); Hygiene; MEDLINE","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":[0.003318636,0.0002942227,0.0002879504,0.0005668079,0.002286439,0.004490946,0.000820328,0.00199146,0.01024154],"category_scores_gemma":[0.009857714,0.0003054013,0.0005676478,0.0002446379,0.001461657,0.0009950356,0.002895734,0.003531613,0.001365053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002492202,"about_ca_system_score_gemma":0.004346072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008138224,"about_ca_topic_score_gemma":0.01426127,"domain_scores_codex":[0.996177,0.0009716635,0.0001908446,0.0002528699,0.0009987486,0.001408989],"domain_scores_gemma":[0.9873438,0.001656675,0.001514169,0.0001499728,0.001528924,0.007806402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002028428,0.0144706,0.7457598,0.0003130074,0.00009695662,0.002270583,0.1328236,0.0009712558,0.01517326,0.003858342,0.008236704,0.07399739],"study_design_scores_gemma":[0.0001721415,0.005473077,0.4877361,0.000306646,0.00009988929,0.0006220829,0.4783711,0.002105653,0.004002965,0.0008400198,0.02010881,0.0001613558],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960476,0.0000271888,0.0001157364,0.0008461341,0.00004377176,0.00002633068,0.00001783709,0.000007686056,0.002867599],"genre_scores_gemma":[0.9972925,0.00004718847,0.0001631586,0.0002979029,0.000009363464,0.00001474247,0.00001905167,0.000004568878,0.002151463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024154,"threshold_uncertainty_score":0.03426135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374028936193298,"score_gpt":0.3999928986794009,"score_spread":0.3862526093174679,"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."}}