{"id":"W2498515125","doi":"10.1017/cbo9780511547348.024","title":"Professionalism Program for Residents: Suggested Outline for Small Group Facilitators","year":2008,"lang":"en","type":"other","venue":"","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Group (periodic table); Computer science; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002530487,0.0003922877,0.0005182988,0.0003042675,0.0001953424,0.00004088115,0.0002569852,0.0006747444,0.0008306617],"category_scores_gemma":[0.0003826754,0.0003299797,0.0002300187,0.0001735672,0.00007814604,0.00003699495,0.00002150893,0.0002145085,0.00008017398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308548,"about_ca_system_score_gemma":0.0001399436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978284,"about_ca_topic_score_gemma":0.002545067,"domain_scores_codex":[0.9979381,0.0001062759,0.0005287314,0.0005936349,0.0002417994,0.000591489],"domain_scores_gemma":[0.9985828,0.0003234062,0.0002670849,0.000428212,0.0002041602,0.0001942849],"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":[0.000147342,0.0002491434,0.0003245718,0.0009172421,0.00004003704,5.455157e-7,0.0005869378,8.90174e-8,0.000002289901,0.0005336764,0.9499967,0.04720149],"study_design_scores_gemma":[0.001004564,0.0004299967,0.0002901499,0.0008592145,0.00003514287,0.000002289931,0.0006132859,0.00001942873,0.00003440251,0.0002117595,0.9961076,0.0003921087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005406639,0.03261752,0.01391859,0.1590166,0.102823,0.1559829,0.00562481,0.02293386,0.5016761],"genre_scores_gemma":[0.000318019,0.00007720866,0.04168861,0.001548875,0.001628565,0.00351413,0.002188849,0.0006810895,0.9483547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4466785,"threshold_uncertainty_score":0.9999152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07547255682043974,"score_gpt":0.4126334825684279,"score_spread":0.3371609257479882,"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."}}