{"id":"W2113382053","doi":"10.1002/j.0022-0337.2010.74.6.tb04907.x","title":"Teaching Methods and Surgical Training in North American Graduate Periodontics Programs: Exploring the Landscape","year":2010,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Periodontology; Curriculum; Medical education; Medicine; Test (biology); Faculty development; Surgical procedures; Professional development; Dentistry; Psychology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008972089,0.00006925025,0.0001858431,0.0001212016,0.0000698275,0.00004633371,0.00004741274,0.00001437981,0.00001189633],"category_scores_gemma":[0.000230549,0.00004427442,0.00006058087,0.0002051788,0.00006648036,0.0001437332,0.00001163522,0.0006789583,7.936634e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002114079,"about_ca_system_score_gemma":0.0001262163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004263139,"about_ca_topic_score_gemma":0.0001748457,"domain_scores_codex":[0.9992281,0.0001053565,0.0002907488,0.00007560426,0.000186841,0.0001133236],"domain_scores_gemma":[0.9994072,0.0001802944,0.0001741452,0.00006130334,0.00005561464,0.0001214434],"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":[0.00005395095,0.00008955184,0.283787,0.000005789384,0.00001158028,0.0000118028,0.007464975,0.000003676045,0.00007038535,0.00005423733,0.000001832881,0.7084453],"study_design_scores_gemma":[0.001115704,0.0002115638,0.9482756,0.00006110085,0.00004825293,0.001203073,0.04121328,0.0007846847,0.00004154133,0.00002319863,0.006949797,0.00007219732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977646,0.00003945304,0.0000320835,0.0006860481,0.0005924006,0.00008678326,1.204585e-7,0.000007065382,0.0007914254],"genre_scores_gemma":[0.9921103,0.00002522432,0.00726525,0.00008363941,0.0004606244,0.000005278335,0.000002520635,0.000008650841,0.00003852932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7083731,"threshold_uncertainty_score":0.2949774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0904393474267016,"score_gpt":0.4066703342990307,"score_spread":0.3162309868723291,"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."}}