{"id":"W2769476086","doi":"10.1080/0142159x.2017.1401218","title":"How does feedback from patients impact upon healthcare student clinical skill development and learning? A systematic review","year":2017,"lang":"en","type":"review","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; National Health and Medical Research Council; University of Queensland; McMaster University; World Health Organization","keywords":"Inclusion (mineral); Data extraction; Medical education; Systematic review; Variety (cybernetics); Health care; Health professionals; MEDLINE; Dreyfus model of skill acquisition; Medicine; Process (computing); Psychology; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01731267,0.00149673,0.006852865,0.008298121,0.0007382407,0.003108521,0.001909792,0.002731554,0.003110049],"category_scores_gemma":[0.09256258,0.00113684,0.005391364,0.009205624,0.001167118,0.003128032,0.001589007,0.001465079,0.0002900961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004249846,"about_ca_system_score_gemma":0.01647052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00681268,"about_ca_topic_score_gemma":0.02002783,"domain_scores_codex":[0.9823027,0.008232566,0.005228251,0.0008357136,0.003056119,0.0003446793],"domain_scores_gemma":[0.9171008,0.06637327,0.00932213,0.0008316037,0.005767744,0.0006044863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001748954,0.00002982362,0.0008561321,0.940046,0.004902995,0.00007803888,0.0004893096,0.0000631542,0.00009442003,0.0001476383,0.0008558863,0.05226167],"study_design_scores_gemma":[0.0001948932,0.0003435349,0.003452892,0.9467338,0.03704268,0.0003056228,0.0006738353,0.00008621341,0.000254554,0.0001806879,0.01069061,0.00004058824],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001737303,0.996888,0.0001606866,0.0003368469,0.0001218133,0.0003650048,0.000157321,0.000007440368,0.000225688],"genre_scores_gemma":[0.023298,0.9747893,0.0006049862,0.0004211963,0.00008158085,0.000625976,0.0001038285,0.000004284775,0.00007076061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01731267,"threshold_uncertainty_score":0.09155929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069588529973544,"score_gpt":0.503874570870669,"score_spread":0.3969157178733146,"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."}}