{"id":"W2909179759","doi":"10.2215/cjn.09970818","title":"Mentorship in the Digital Age","year":2019,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internship; Social media; Mentorship; Medical education; Medicine; Health care; Public relations; Political science; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004954882,0.0004219386,0.0003374438,0.001029923,0.005238556,0.01314659,0.001747187,0.002797798,0.1594183],"category_scores_gemma":[0.01889083,0.0001429467,0.0003922253,0.001396465,0.00525539,0.01054197,0.01224568,0.003685412,0.03145122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299034,"about_ca_system_score_gemma":0.00469332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304422,"about_ca_topic_score_gemma":0.002139621,"domain_scores_codex":[0.9918921,0.004129199,0.0002163021,0.0006800781,0.001826049,0.001256353],"domain_scores_gemma":[0.9773158,0.0043258,0.001765197,0.001877989,0.002363032,0.01235212],"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":[0.00005826749,0.0002218573,0.004686296,0.0004734094,0.00002065591,0.0007612421,0.01569931,0.0001205715,0.0003296095,0.08554247,0.5242972,0.367789],"study_design_scores_gemma":[0.000006058869,0.00003919942,0.001195504,0.0003211333,0.000003615405,0.000367151,0.00759567,0.00004424913,0.00007714573,0.007061605,0.9832777,0.00001090646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02074014,0.01420374,0.003733028,0.1630224,0.008595071,0.0001506529,0.0005551905,0.0008137769,0.788186],"genre_scores_gemma":[0.4275771,0.01961123,0.003795323,0.03628542,0.01007637,0.0002526992,0.0005790911,0.0004764881,0.5013464],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1594183,"threshold_uncertainty_score":0.5333075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451687539138841,"score_gpt":0.4647476399559056,"score_spread":0.3195788860420215,"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."}}