{"id":"W2955336732","doi":"10.4236/ce.2019.106097","title":"Evidence-Based Effective Teaching Behaviors for Complex Psychomotor Skills Training","year":2019,"lang":"en","type":"article","venue":"Creative Education","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Radboud Universiteit","keywords":"Psychomotor learning; PsycINFO; Dreyfus model of skill acquisition; Motor skill; Psychology; Medical education; MEDLINE; Teaching method; Medicine; Cognition; Pedagogy; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01849432,0.001192977,0.003918661,0.009564511,0.0005694203,0.003336166,0.003117469,0.002922915,0.007591979],"category_scores_gemma":[0.1049157,0.0007342047,0.005137495,0.006387779,0.001035722,0.002534568,0.001458531,0.002126709,0.0007722394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003440748,"about_ca_system_score_gemma":0.008795697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004240016,"about_ca_topic_score_gemma":0.008222178,"domain_scores_codex":[0.9839938,0.005371409,0.005322301,0.0009932545,0.004025855,0.0002933516],"domain_scores_gemma":[0.8840454,0.08942935,0.01867706,0.001473393,0.005394488,0.0009803377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.000706717,0.0003761008,0.00325369,0.6960216,0.004724002,0.0001004495,0.0004017419,0.0002195081,0.0003317481,0.0008331585,0.002395108,0.2906361],"study_design_scores_gemma":[0.0009279387,0.000645889,0.01782726,0.94494,0.01460254,0.0002570407,0.0003862748,0.0001423633,0.0005847348,0.0007863449,0.01886074,0.00003884873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00464524,0.9889426,0.0008868146,0.002101967,0.0004263413,0.0006172202,0.0006647856,0.00003791938,0.001677107],"genre_scores_gemma":[0.06542971,0.920837,0.009298922,0.001633004,0.0004328776,0.001360243,0.0007145863,0.00002075295,0.0002729456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01849432,"threshold_uncertainty_score":0.09780848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09215355673302567,"score_gpt":0.418732820445801,"score_spread":0.3265792637127753,"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."}}