{"id":"W4409086629","doi":"","title":"Why do we need this? Perception and integration of basic and clinical sciences by dental hygiene students.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dental hygiene; Perception; Dentistry; Psychology; Hygiene; Medical education; Medicine","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":[0.003655087,0.0001636442,0.0002682881,0.0006984417,0.001387687,0.002979062,0.0004714435,0.001248114,0.002090228],"category_scores_gemma":[0.01224167,0.000247561,0.0002966696,0.0005211351,0.001604313,0.001429371,0.001951406,0.001600377,0.0002921517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862213,"about_ca_system_score_gemma":0.004861289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372734,"about_ca_topic_score_gemma":0.01711426,"domain_scores_codex":[0.9975069,0.0004428446,0.0001241287,0.0001228605,0.001339618,0.0004635414],"domain_scores_gemma":[0.9906033,0.001530306,0.002361859,0.0001363786,0.001151489,0.004216641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001792237,0.0004973682,0.8333948,0.0002059798,0.00007403061,0.000402604,0.1001833,0.00007259077,0.003425593,0.0005484463,0.004000872,0.05701516],"study_design_scores_gemma":[0.00003533113,0.0005797908,0.6177828,0.0002974239,0.00006174258,0.0008322436,0.3660647,0.0003544802,0.0006557553,0.000544216,0.01272601,0.00006552117],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940894,0.0007576546,0.0001357742,0.003740118,0.00005662216,0.00001527643,0.00002063116,0.000005863971,0.00117866],"genre_scores_gemma":[0.9978766,0.0004506018,0.0001641827,0.0009358322,0.00001953213,0.000006416944,0.00001978372,0.000002247716,0.0005247033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01372734,"threshold_uncertainty_score":0.02729487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059386770204943,"score_gpt":0.374642714071831,"score_spread":0.3440488463697816,"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."}}