{"id":"W2065077934","doi":"10.3109/01421591003692680","title":"Evaluation of a collaborative mentorship program in a multi-site postgraduate training program","year":2010,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mentorship; Helpfulness; Respondent; Medical education; Medicine; Coaching; Trainer; Psychology; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008714627,0.0001496717,0.0002474098,0.0001203935,0.00002889597,0.00001353161,0.000203047,0.0003281135,0.00304646],"category_scores_gemma":[0.002053337,0.0001244224,0.00003956894,0.0004194038,0.0001437693,0.0000412119,0.0000382068,0.0008742476,0.00006357613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007754329,"about_ca_system_score_gemma":0.0003540698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034132,"about_ca_topic_score_gemma":0.0001888509,"domain_scores_codex":[0.9967726,0.0006369025,0.0004639992,0.0003387862,0.001357628,0.0004300408],"domain_scores_gemma":[0.9991819,0.00005580686,0.0001400956,0.0001969136,0.0001917387,0.0002335079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000032167,0.001577716,0.04484223,0.000011557,0.00008375406,0.00001129821,0.04637919,3.314077e-7,0.0002492941,0.0002071662,0.0008307929,0.9057745],"study_design_scores_gemma":[0.03211704,0.001918262,0.5588239,0.00104643,0.0005033636,0.00004903246,0.02179651,0.04900778,0.0007287436,0.001293808,0.3310364,0.001678707],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983416,0.000141964,0.00002130508,0.0007819338,0.0014927,0.001286954,0.000001720157,0.0001182066,0.01273919],"genre_scores_gemma":[0.9930758,0.000003256771,0.003475922,0.0000421103,0.0001522927,0.001513734,0.00002087307,0.00001912833,0.001696836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9040958,"threshold_uncertainty_score":0.9978649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1521173597799154,"score_gpt":0.4571783321821528,"score_spread":0.3050609724022374,"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."}}