{"id":"W7116861286","doi":"10.1111/medu.70137","title":"Between who we are and who we're asked to be: Understanding professional paralysis as border crossing","year":2025,"lang":"en","type":"article","venue":"Medical Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Children's Hospital of Western Ontario; The Wilson Centre; Centre for Social Innovation; Western University","funders":"","keywords":"Border crossing; Paralysis; MEDLINE; Professional development","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":[0.01415834,0.0005162334,0.0008182731,0.001176268,0.02296273,0.01115082,0.003399492,0.02434498,0.00284577],"category_scores_gemma":[0.05626573,0.0004353535,0.0008161911,0.001275598,0.0487337,0.01996037,0.007342128,0.03387197,0.000685835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01308451,"about_ca_system_score_gemma":0.01838141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05154699,"about_ca_topic_score_gemma":0.07392083,"domain_scores_codex":[0.9796444,0.01359771,0.0005823648,0.001004609,0.002517644,0.00265332],"domain_scores_gemma":[0.9605322,0.03067266,0.002148133,0.0006443115,0.003582374,0.002420358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006231069,0.00001932992,0.0005586263,0.0003109998,0.00001172373,0.001322123,0.4520382,0.0001286792,0.0001564926,0.3144831,0.2162705,0.01463789],"study_design_scores_gemma":[0.00002942124,0.00004861738,0.0011815,0.002544967,0.00001867658,0.001027507,0.3985582,0.0003139751,0.0002514788,0.1034611,0.4924718,0.00009283024],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0052835,0.005824576,0.001336861,0.9631371,0.008411669,0.00001219645,0.000009420158,0.0000154815,0.01596926],"genre_scores_gemma":[0.450545,0.01204317,0.001264303,0.5109048,0.01029027,0.0001269643,0.00003026142,0.0001203835,0.01467485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05154699,"threshold_uncertainty_score":0.1024939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652713503464809,"score_gpt":0.5025137977277424,"score_spread":0.3372424473812615,"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."}}