{"id":"W4407987230","doi":"10.1111/tct.70051","title":"A Guide to Peer Coaching for Health Professions Educators","year":2025,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Coaching; Medical education; Psychology; Health professions; Peer review; Medicine; Health care; Psychotherapist; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01351882,0.0001307032,0.0003466182,0.00006247199,0.0003274601,0.00002862349,0.0004208937,0.0001280795,0.0003354994],"category_scores_gemma":[0.006827016,0.00007844259,0.000247509,0.0001930093,0.00006730968,0.00002107007,0.0001358877,0.0006931094,0.000133386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005733902,"about_ca_system_score_gemma":0.0002785189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004049581,"about_ca_topic_score_gemma":0.0000418284,"domain_scores_codex":[0.9963499,0.002102258,0.0006710268,0.000346095,0.0001174502,0.0004132634],"domain_scores_gemma":[0.9954916,0.003387877,0.0001209423,0.000748085,0.00005542505,0.0001960194],"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":[0.0001066523,0.0003272075,0.006257898,0.000006816651,0.00007732458,1.645997e-7,0.002965393,7.551607e-7,0.000007007338,0.009468797,0.7460391,0.2347429],"study_design_scores_gemma":[0.0005010018,0.0002064366,0.07206752,0.00005756729,0.00003308995,9.620267e-7,0.002320983,0.00002272662,0.000001610226,0.004699816,0.9199931,0.00009521103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1213125,0.0003308958,0.1468557,0.5989156,0.008890099,0.002184281,0.00002541162,0.0002278628,0.1212576],"genre_scores_gemma":[0.2305515,0.000006639717,0.02909683,0.05699079,0.001308449,0.0003001936,0.000008227341,0.00004896772,0.6816884],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5604308,"threshold_uncertainty_score":0.8173069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2283867106820855,"score_gpt":0.6234364961186923,"score_spread":0.3950497854366068,"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."}}