{"id":"W2326359016","doi":"10.1097/prs.0b013e318252f182","title":"Teaching Plastic Surgery from Different Perspectives","year":2012,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Style (visual arts); Perspective (graphical); Apprenticeship; Teaching method; Task (project management); Medical education; Mathematics education; Psychology; Computer science","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":[0.003175706,0.0005261425,0.0002940813,0.001202402,0.002969067,0.006094309,0.0004727855,0.0015599,0.00384353],"category_scores_gemma":[0.005447262,0.0002997878,0.0008257763,0.000569486,0.006824146,0.00341499,0.005355503,0.003714604,0.0008075628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981668,"about_ca_system_score_gemma":0.002589778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007330833,"about_ca_topic_score_gemma":0.001682574,"domain_scores_codex":[0.9958591,0.002259252,0.0001591484,0.0001530918,0.001071056,0.0004983642],"domain_scores_gemma":[0.9956877,0.001802352,0.0002974539,0.0001885609,0.000616818,0.001407066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000174942,0.0003801298,0.01455603,0.001008846,0.00006710612,0.003613916,0.3365618,0.001477129,0.01227568,0.2799919,0.03326691,0.3166256],"study_design_scores_gemma":[0.00008721925,0.0005305537,0.007661425,0.001794144,0.00008285923,0.01192093,0.2599349,0.001569448,0.003747731,0.09807648,0.6144536,0.000140784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.322395,0.02354788,0.08315982,0.1252639,0.007009832,0.0002639324,0.0000730016,0.0004542189,0.4378324],"genre_scores_gemma":[0.8962398,0.02076761,0.02707258,0.01721132,0.001454672,0.0001403807,0.00003697369,0.0001101189,0.03696657],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006094309,"threshold_uncertainty_score":0.01679492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397849902879864,"score_gpt":0.2803493626597819,"score_spread":0.2563708636309833,"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."}}