{"id":"W2063286919","doi":"10.1111/j.1365-2923.2008.03033.x","title":"In the age of professionalism, student harassment is alive and well","year":2008,"lang":"en","type":"letter","venue":"Medical Education","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Harassment; Enculturation; Humiliation; Psychology; Medical education; Sexual abuse; Compassion; Medicine; Social psychology; Poison control; Pedagogy; Suicide prevention; Political science; Law","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":[0.0008992727,0.00008232155,0.0001426292,0.00006833492,0.000154061,0.00001964035,0.0003354171,0.000363704,0.0008805494],"category_scores_gemma":[0.0001806098,0.00005383598,0.00003206684,0.0001628975,0.0003222766,0.00005352362,0.00003253959,0.0006831925,0.00001934155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007084075,"about_ca_system_score_gemma":0.001448564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002405823,"about_ca_topic_score_gemma":0.0001412673,"domain_scores_codex":[0.9977832,0.0003944152,0.0002093464,0.0001678557,0.001274185,0.0001709296],"domain_scores_gemma":[0.9994911,0.0002183532,0.0001066108,0.0001175992,0.00004207984,0.00002425006],"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":[9.837325e-7,0.0001090595,0.003577386,0.00003288705,0.00000420486,0.00002134728,0.05202706,6.078326e-9,5.009048e-7,0.00007363195,0.9429359,0.001217073],"study_design_scores_gemma":[0.00006319724,0.00001138653,0.004917833,0.00046688,0.000009639525,0.000001799973,0.0124615,3.456567e-7,0.000001887403,0.0002745629,0.9817275,0.00006342537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07233781,0.0005970938,0.000001630766,0.9217852,0.0009412924,0.0003431377,0.000001180284,0.000004340004,0.003988278],"genre_scores_gemma":[0.01954701,0.001760347,0.00002171264,0.9696389,0.002356818,0.0001081621,0.00005618071,0.000006422504,0.006504417],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0527908,"threshold_uncertainty_score":0.9641398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780714102178896,"score_gpt":0.4016498085422203,"score_spread":0.3738426675204314,"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."}}