{"id":"W2315888872","doi":"10.1097/acm.0000000000000172","title":"When the Learning Environment Is Suboptimal","year":2014,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; Royal College of Physicians and Surgeons of Canada; McGill University; Montreal General Hospital","funders":"Faculty of Medicine, McGill University; McGill University","keywords":"Thematic analysis; Psychological intervention; Focus group; Perception; Learning environment; Psychology; Medical education; Perspective (graphical); Medicine; Applied psychology; Qualitative research; Nursing; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004281622,0.0003499286,0.000460133,0.0005553068,0.003510366,0.004130622,0.001045434,0.001675831,0.004356548],"category_scores_gemma":[0.02450807,0.0002291366,0.000368349,0.0003588487,0.005056077,0.002386989,0.007223761,0.001779086,0.001112319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718034,"about_ca_system_score_gemma":0.00360821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008276,"about_ca_topic_score_gemma":0.003993236,"domain_scores_codex":[0.9920864,0.003890022,0.0004851473,0.0005983496,0.001621682,0.001318506],"domain_scores_gemma":[0.9858556,0.003526809,0.004439049,0.00100159,0.001745221,0.003431727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006411438,0.0007217925,0.5410103,0.001589395,0.0001761698,0.01302628,0.158825,0.002282386,0.006767067,0.01590986,0.02779378,0.2312568],"study_design_scores_gemma":[0.00009351674,0.002335503,0.2623315,0.004076071,0.0002316504,0.02661369,0.5005763,0.003089298,0.009124246,0.05712522,0.1341324,0.0002704973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9475108,0.001497556,0.007436767,0.0128911,0.0003308664,0.00005901608,0.00007528222,0.0002041276,0.02999439],"genre_scores_gemma":[0.9942272,0.0004100172,0.001473901,0.00197565,0.00003256087,0.00003266734,0.00003483388,0.00002264247,0.001790495],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004356548,"threshold_uncertainty_score":0.02264369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03839736000769566,"score_gpt":0.2991913801542,"score_spread":0.2607940201465043,"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."}}