{"id":"W2184891188","doi":"10.1053/j.gastro.2015.10.037","title":"Personal Perspectives on Mentoring","year":2015,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Medical Research Council; Medical Research Council Canada","keywords":"Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01084181,0.0004611462,0.0003520833,0.001333564,0.01266922,0.0130171,0.001031318,0.007430574,0.01448731],"category_scores_gemma":[0.02138839,0.0002300277,0.0004443391,0.001763753,0.012162,0.006698884,0.007781313,0.01188859,0.001310422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003168597,"about_ca_system_score_gemma":0.003073505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163431,"about_ca_topic_score_gemma":0.002932179,"domain_scores_codex":[0.9862202,0.009275188,0.0002264624,0.0003631273,0.001731611,0.002183368],"domain_scores_gemma":[0.9690858,0.01412825,0.001948319,0.00101026,0.002326486,0.0115009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001679425,0.0004392861,0.007551256,0.0004457134,0.00006730665,0.002342799,0.2960749,0.0003151366,0.001082918,0.2985656,0.271219,0.1217282],"study_design_scores_gemma":[0.00002861915,0.0001168718,0.004807876,0.0005728873,0.00001619206,0.001446905,0.1886694,0.0001299365,0.0003259968,0.03518016,0.7686586,0.0000465263],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0499205,0.02211863,0.001004029,0.6189971,0.01402743,0.00001887163,0.00004732934,0.00004319911,0.293823],"genre_scores_gemma":[0.8143795,0.01429998,0.0004944666,0.09976848,0.01547669,0.00003751889,0.00003535801,0.00008480854,0.0554232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01448731,"threshold_uncertainty_score":0.0573377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0478388791175596,"score_gpt":0.3198491610580466,"score_spread":0.272010281940487,"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."}}