{"id":"W2028608570","doi":"10.1080/10401334.2013.797342","title":"From See One Do One, to See a Good One Do a Better One: Learning Physical Examination Skills Through Peer Observation","year":2013,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Psychomotor learning; Physical examination; Psychology; Medical education; Motor skill; Dreyfus model of skill acquisition; Developmental psychology; Medicine; Cognition","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":[0.001920117,0.0002768924,0.0003496529,0.0003749956,0.0005407914,0.0008224166,0.0004556951,0.0003927748,0.002489125],"category_scores_gemma":[0.01180422,0.0001413204,0.0003142863,0.0001639692,0.000486666,0.000756899,0.001350873,0.0005795877,0.0004653319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069262,"about_ca_system_score_gemma":0.00101065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007743978,"about_ca_topic_score_gemma":0.001249251,"domain_scores_codex":[0.9984061,0.0008746725,0.00005181806,0.0001377835,0.0003785453,0.0001510289],"domain_scores_gemma":[0.9962255,0.001607881,0.0005891099,0.0002224084,0.0002547588,0.001100358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001200916,0.01314003,0.1552537,0.001181646,0.0001603342,0.0007509869,0.0137728,0.0005987847,0.0162424,0.000406369,0.004796363,0.7924957],"study_design_scores_gemma":[0.0009698158,0.03308292,0.8873957,0.001381757,0.0006379738,0.005733704,0.02268141,0.003652514,0.01351137,0.003164635,0.02758454,0.0002036525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9925171,0.001063536,0.002527416,0.0007032634,0.0000514118,0.000195956,0.00001736205,0.00004306758,0.002880965],"genre_scores_gemma":[0.9913653,0.00132752,0.005404044,0.0001581169,0.00007056181,0.0001700383,0.00003484508,0.000009189124,0.001460376],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002489125,"threshold_uncertainty_score":0.01015466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649085926529864,"score_gpt":0.3238989992548201,"score_spread":0.2974081399895215,"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."}}