{"id":"W7111463524","doi":"","title":"Psychological safety in the clinical learning environment: exploring the discrepancies between faculty members’ and trainees’ experiences and perspectives in a pediatric residency program in Canada","year":2022,"lang":"en","type":"article","venue":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Construct (python library); Hierarchy; Patient safety; Learning environment; MEDLINE; Medical school","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280355,0.0001973854,0.0003224032,0.0004338802,0.0004335434,0.000197517,0.0006109875,0.00006309956,0.0001728002],"category_scores_gemma":[0.001346294,0.0001506022,0.00005093384,0.001814974,0.0002393669,0.001183206,0.0006691969,0.001362094,0.000005236733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039267,"about_ca_system_score_gemma":0.0002775375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00694066,"about_ca_topic_score_gemma":0.02076571,"domain_scores_codex":[0.9974651,0.0004551563,0.0004585916,0.0005996303,0.0006334211,0.0003880388],"domain_scores_gemma":[0.9990354,0.0004203054,0.0001227475,0.0002572038,0.00003832221,0.0001259933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001664742,0.0002032168,0.968851,0.00001620756,0.00001206563,0.0001303636,0.016994,0.00003975912,7.8083e-7,0.0003044992,0.00007492396,0.01320671],"study_design_scores_gemma":[0.0007797256,0.0002098542,0.8579827,0.00002522193,0.00002128896,0.00001450513,0.106154,0.00001866879,0.000001012135,0.00005742064,0.03458132,0.0001542596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945909,0.00002817488,0.000005269951,0.002925918,0.00007393612,0.0008713673,0.00002447848,0.00002576298,0.001454224],"genre_scores_gemma":[0.9990182,0.0001827469,0.0001209346,0.0002440468,0.00007359067,0.0001382672,0.0000575201,0.00001228682,0.0001524008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108683,"threshold_uncertainty_score":0.9996722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231758185275412,"score_gpt":0.3472079769702392,"score_spread":0.224032158442698,"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."}}