{"id":"W3133312647","doi":"10.1016/j.jsurg.2021.01.018","title":"Current Resident and Faculty Mentorship Satisfaction and Important Mentee Functions in Orthopedic Surgery: An American Orthopedic Association North American Traveling Fellowship Project","year":2021,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mentorship; Orthopedic surgery; Medicine; Medical education; Family medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.002071841,0.0001761967,0.0004281634,0.0003081952,0.0001109874,0.00007548128,0.00004596697,0.00006042293,0.00005963443],"category_scores_gemma":[0.0003388767,0.0001584852,0.00007452436,0.0007342304,0.00005721145,0.0002488133,0.00002129161,0.0005653275,0.000002647321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000501216,"about_ca_system_score_gemma":0.0007741177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116733,"about_ca_topic_score_gemma":0.0009076797,"domain_scores_codex":[0.9972929,0.0005369657,0.0009929924,0.0003304661,0.0005168831,0.0003298344],"domain_scores_gemma":[0.997828,0.0003326929,0.001212243,0.0001142146,0.0002463386,0.0002664884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007831218,0.0002272485,0.8039959,0.00001712688,0.00005410647,0.00002124526,0.002654432,0.000002125228,0.00001400627,0.00002217542,0.002014876,0.1908984],"study_design_scores_gemma":[0.0004438601,0.0001213213,0.956637,0.0001013288,0.00006813523,0.000138768,0.007762148,0.000008660023,0.00000712003,0.00001765317,0.03453255,0.000161519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946005,0.001366838,0.00002332852,0.001149717,0.002602966,0.0001487781,0.000008735728,0.00001345809,0.00008570795],"genre_scores_gemma":[0.9944642,0.00411744,0.0001522287,0.00006181835,0.0005893505,0.0000309032,0.00007662793,0.00001623866,0.0004912231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1907369,"threshold_uncertainty_score":0.6462839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04541896919530396,"score_gpt":0.3716356138572753,"score_spread":0.3262166446619713,"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."}}