{"id":"W1862778508","doi":"10.1007/s10459-015-9646-5","title":"A literature review on observational learning for medical motor skills and anesthesia teaching","year":2015,"lang":"en","type":"review","venue":"Advances in Health Sciences Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Observational study; Medical education; Motor skill; Anesthesia; Psychology; Teaching method; Observational learning; Medicine; Mathematics education; Experiential learning; Neuroscience; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002351546,0.0009826669,0.002349463,0.005602838,0.0003067027,0.001374059,0.001320012,0.001228644,0.005633721],"category_scores_gemma":[0.01152223,0.0003532367,0.002012231,0.005751304,0.0004983905,0.001506257,0.001100149,0.001014062,0.0005066514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181815,"about_ca_system_score_gemma":0.005294303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005197631,"about_ca_topic_score_gemma":0.0138582,"domain_scores_codex":[0.9985585,0.0003268138,0.0005684957,0.0001637938,0.000332055,0.00005031497],"domain_scores_gemma":[0.9895911,0.008387582,0.001070354,0.00009289398,0.0007170863,0.0001410423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001209531,0.0001391401,0.001017357,0.2826739,0.0009023906,0.0001478724,0.0001769988,0.0001997434,0.0002169678,0.000729972,0.00853335,0.7051414],"study_design_scores_gemma":[0.0002550922,0.0004545424,0.01410184,0.6196495,0.01447463,0.00181921,0.0007283437,0.0002797365,0.0006007397,0.001948656,0.345581,0.0001066232],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002806921,0.9989097,0.00009597765,0.0001780367,0.000091038,0.00002355093,0.00007181364,0.000004273819,0.0003448603],"genre_scores_gemma":[0.001781761,0.9974093,0.0003494805,0.0002074838,0.00007029089,0.00002481386,0.00006086518,0.000001207216,0.00009484236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005633721,"threshold_uncertainty_score":0.01884663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08320112084054584,"score_gpt":0.518578370261224,"score_spread":0.4353772494206781,"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."}}