{"id":"W3136568256","doi":"10.1007/s40037-021-00659-8","title":"The butterfly effect in clinical supervision","year":2021,"lang":"en","type":"letter","venue":"Perspectives on Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Butterfly; Computer science; Medical education; Medical physics; Medicine; Biology; Ecology","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":[0.01513012,0.0005593771,0.00138028,0.001088348,0.008715339,0.007182187,0.003618452,0.1177066,0.01596621],"category_scores_gemma":[0.09599007,0.000956104,0.001295658,0.001119456,0.01264565,0.006387346,0.004108454,0.05439934,0.003930614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01096349,"about_ca_system_score_gemma":0.01617831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03907812,"about_ca_topic_score_gemma":0.08494406,"domain_scores_codex":[0.986881,0.004009858,0.001018175,0.002047714,0.003852045,0.002191182],"domain_scores_gemma":[0.9108493,0.06983883,0.002915984,0.002003108,0.005703314,0.008689419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000946686,0.00003320655,0.001851822,0.00006791019,0.00004075721,0.002268603,0.0005969259,0.0001507465,0.0001019671,0.04836266,0.9343916,0.01203918],"study_design_scores_gemma":[0.0004496839,0.0001286381,0.006894686,0.0009796685,0.00008981823,0.002891527,0.002788041,0.001206091,0.0002705562,0.08357048,0.9005532,0.0001775857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000389381,0.0004800846,0.00005158652,0.9900775,0.002838908,0.000003797331,0.00001352624,0.000005421486,0.006139752],"genre_scores_gemma":[0.01162593,0.000574679,0.0001262043,0.9662113,0.009936785,0.00002935423,0.000007646075,0.00002092569,0.0114671],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1177066,"threshold_uncertainty_score":0.08001667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839536245223991,"score_gpt":0.4045185753172533,"score_spread":0.3861232128650134,"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."}}