{"id":"W2767478175","doi":"10.7759/cureus.1838","title":"One Click Away: Digital Mentorship in the Modern Era","year":2017,"lang":"en","type":"review","venue":"Cureus","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mentorship; Medicine; Digital era; Component (thermodynamics); Medical education; World Wide Web; The Internet; Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009205622,0.0003559921,0.0009515675,0.00008169501,0.0001048688,0.0001936441,0.001442029,0.0005041925,0.0002441051],"category_scores_gemma":[0.0001285861,0.0002470466,0.0002284863,0.00008379911,0.0000546684,0.00009217025,0.0001457213,0.001019219,0.001430515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924147,"about_ca_system_score_gemma":0.0001290332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005254351,"about_ca_topic_score_gemma":0.0000048143,"domain_scores_codex":[0.9978274,0.0002014325,0.0005877441,0.0005148882,0.0003209021,0.0005476761],"domain_scores_gemma":[0.9981657,0.000222645,0.0003877737,0.001115146,0.00001420565,0.00009456975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002299136,0.0001177348,0.0000305414,0.0006900561,0.0001572549,0.0000261607,0.001741578,1.643024e-8,9.733649e-9,0.001235375,0.01152111,0.9844779],"study_design_scores_gemma":[0.0001569718,0.00001981895,0.00008722031,0.003061114,0.0001064246,0.00001898856,0.00003458444,1.841793e-7,1.986215e-8,0.0008261646,0.9954085,0.0002799785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001232599,0.8623086,0.000006987297,0.0001066661,0.003051868,0.0005110759,0.00003017882,0.00003498406,0.1339373],"genre_scores_gemma":[0.0001721895,0.9754965,0.00002091719,0.00007872331,0.0009781304,0.0003623465,0.0001167165,0.00004915374,0.02272534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9841979,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2967641978517219,"score_gpt":0.447425219884174,"score_spread":0.1506610220324521,"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."}}