{"id":"W4310736687","doi":"10.36834/cmej.75896","title":"Taking the PULSE mentorship program “virtual”: reflections by the program coordinators","year":2022,"lang":"en","type":"letter","venue":"Canadian Medical Education Journal","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"","keywords":"Mentorship; Pulse (music); Computer science; Medical education; Medicine; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01228461,0.0007184196,0.0008638563,0.0005476121,0.009552878,0.005081438,0.002530411,0.02917282,0.006264691],"category_scores_gemma":[0.0510046,0.0007988426,0.0009853396,0.0006048685,0.004993312,0.006751151,0.003809976,0.06527472,0.002901488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006355553,"about_ca_system_score_gemma":0.01399743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02052652,"about_ca_topic_score_gemma":0.03448129,"domain_scores_codex":[0.9914967,0.003704439,0.0004769613,0.0005771226,0.002568737,0.001176115],"domain_scores_gemma":[0.9701568,0.01162469,0.001075157,0.0007577065,0.005817904,0.01056773],"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":[0.00002528344,0.00005832822,0.0003031211,0.00002728904,0.000004424959,0.0009481271,0.0008794281,0.00003754044,0.0001074929,0.001147404,0.9883454,0.008116202],"study_design_scores_gemma":[0.00009486273,0.000153328,0.001609817,0.0004185089,0.00002100227,0.002662887,0.01063694,0.0003090933,0.0003112254,0.003553419,0.9801328,0.00009612484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004250804,0.0005501385,0.00006542823,0.9884704,0.009274835,0.0000101804,0.00000775847,0.00001699903,0.001179181],"genre_scores_gemma":[0.01120968,0.001936335,0.0004580524,0.9618366,0.01249427,0.0001205449,0.00001646962,0.00005676389,0.01187134],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02917282,"threshold_uncertainty_score":0.06496799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818190544019016,"score_gpt":0.3819514196657532,"score_spread":0.343769514225563,"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."}}