{"id":"W2330626941","doi":"10.1002/j.0022-0337.2014.78.6.tb05748.x","title":"Changes in Self‐Directed Learning Readiness in Dental Students: A Mixed‐Methods Study","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Psychological intervention; Medicine; Population; Drop out; Psychology; Dental education; Family medicine; Dentistry; Nursing; Environmental health","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":[0.007072945,0.0006401894,0.001272137,0.001581173,0.001457908,0.00165562,0.0008660033,0.001085428,0.002444219],"category_scores_gemma":[0.005286993,0.0008937755,0.00126724,0.001195367,0.0007908911,0.001270697,0.001030287,0.0009033013,0.0005998376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007492779,"about_ca_system_score_gemma":0.0010723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212725,"about_ca_topic_score_gemma":0.004364068,"domain_scores_codex":[0.995836,0.002104832,0.0003388831,0.0004168777,0.0008031356,0.0005002941],"domain_scores_gemma":[0.9967489,0.001828764,0.0004529004,0.0002843684,0.0003603159,0.0003246765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.007013462,0.04228582,0.8379104,0.0006610439,0.000695518,0.0006434546,0.03880807,0.0001704349,0.005788154,0.0003155767,0.0004145785,0.06529364],"study_design_scores_gemma":[0.001740871,0.07840592,0.851405,0.0002672989,0.0005407094,0.0007717765,0.05845594,0.00122871,0.002598543,0.0003488047,0.00408924,0.0001471985],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989825,0.000127885,0.0002107951,0.00002067273,0.000008159192,0.0003046363,0.00006152468,0.000003204306,0.0002805145],"genre_scores_gemma":[0.9959211,0.0002424945,0.001128727,0.0001995571,0.00002732036,0.001425481,0.0001248207,0.000004976466,0.0009254311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007072945,"threshold_uncertainty_score":0.03740573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351767851094072,"score_gpt":0.4296971615174017,"score_spread":0.416179483006461,"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."}}