{"id":"W2970533915","doi":"10.3138/jvme.0717-096r1","title":"Evaluation of Perceived Technical Skill Development by Students During Instruction in Dental Extractions in Different Laboratory Settings—A Pilot Study","year":2019,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Preference; Set (abstract data type); Medical laboratory; Medicine; Surgical procedures; Psychology; Dentistry; Computer science; Nursing; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004538399,0.0004610324,0.0005580596,0.0007026812,0.0005568425,0.001108522,0.0004447133,0.0006078995,0.002276699],"category_scores_gemma":[0.01338235,0.0003234926,0.0005291455,0.0002951861,0.0005602113,0.0004883861,0.0008792371,0.001153229,0.0005558798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004808139,"about_ca_system_score_gemma":0.0008240227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006706282,"about_ca_topic_score_gemma":0.001053501,"domain_scores_codex":[0.9975854,0.0007280203,0.0002291442,0.0002176131,0.0008130364,0.000426681],"domain_scores_gemma":[0.9848111,0.005407248,0.002973677,0.0005090871,0.003246112,0.003052819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002363347,0.01995315,0.8407103,0.0004100073,0.0001223025,0.0006087238,0.04084646,0.0004514031,0.03018799,0.0001103968,0.0005741763,0.06366177],"study_design_scores_gemma":[0.0001507736,0.03757368,0.9202185,0.00007105128,0.00007519132,0.0004151918,0.03062865,0.0009096792,0.008241523,0.00008438376,0.001551395,0.00007998123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996749,0.0000124453,0.00007618706,0.000009856589,0.00000246023,0.00003250093,0.000009821513,0.000002816459,0.0001788895],"genre_scores_gemma":[0.9987619,0.00005094296,0.0004985569,0.00003052871,0.000005046014,0.0000637948,0.00003071019,0.000002455889,0.0005561133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004538399,"threshold_uncertainty_score":0.02400166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2250753058744241,"score_gpt":0.5369303427537614,"score_spread":0.3118550368793373,"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."}}