{"id":"W3024033850","doi":"10.1017/cem.2020.269","title":"P063: CCFP(EM) mentorship improvement study: highlighting the successes and challenges at one academic centre","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Mentorship; Medicine; Medical education; Descriptive statistics; Autonomy; Nursing; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01217363,0.0004130577,0.0005451964,0.0009706425,0.01245383,0.005816912,0.003977917,0.004169353,0.01043215],"category_scores_gemma":[0.02836338,0.0003658925,0.0005859346,0.001346046,0.00336362,0.002715187,0.006819268,0.006731528,0.001336484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01217188,"about_ca_system_score_gemma":0.04583299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05673519,"about_ca_topic_score_gemma":0.1705534,"domain_scores_codex":[0.9902034,0.003366909,0.0002984332,0.0005272667,0.001732439,0.003871523],"domain_scores_gemma":[0.927014,0.008121727,0.003881266,0.001912616,0.01250747,0.04656294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003457868,0.01893727,0.362422,0.001078726,0.0002743562,0.009748687,0.1355148,0.0005022867,0.002644127,0.006411666,0.1803842,0.278624],"study_design_scores_gemma":[0.0008676929,0.01012305,0.5371202,0.000960437,0.000119849,0.004146952,0.3669893,0.0007829415,0.001991593,0.001656492,0.07501968,0.0002219938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409232,0.0003708242,0.0004386618,0.04362112,0.0007892194,0.0005836677,0.0004064759,0.00009124036,0.01277557],"genre_scores_gemma":[0.9867311,0.0002188267,0.0008390832,0.006689615,0.0002723316,0.0004620515,0.0001493762,0.0000519468,0.004585855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9432648,"threshold_uncertainty_score":0.1128099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4585536498144461,"score_gpt":0.4893558482945402,"score_spread":0.03080219848009408,"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."}}