{"id":"W6887688874","doi":"10.17605/osf.io/cyv5k","title":"Orthopaedic Travelling Fellowship Programs: A Survey of Canadian Applicants and Participants","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Mentorship; Descriptive statistics; Survey instrument","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002101469,0.0002969953,0.0003483905,0.001679652,0.002999973,0.0008912023,0.001035992,0.0005499741,0.002939848],"category_scores_gemma":[0.004126107,0.0003748685,0.0003126677,0.003811835,0.0006846517,0.0004505283,0.001221472,0.0006641782,0.0004970232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009297307,"about_ca_system_score_gemma":0.01901763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9186656,"about_ca_topic_score_gemma":0.9450723,"domain_scores_codex":[0.9981406,0.0001751567,0.0001037801,0.0001341388,0.0007985111,0.0006478138],"domain_scores_gemma":[0.9969671,0.0001822503,0.0005445583,0.0000350782,0.0009978795,0.00127316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177912,0.0001845627,0.9581646,0.0003662927,0.00001817485,0.000595508,0.01680094,0.00004564523,0.0007217773,0.0001285712,0.005005607,0.01785066],"study_design_scores_gemma":[0.000006327113,0.0001192059,0.9735507,0.0001037684,0.000006327789,0.0001742769,0.02218038,0.00008409579,0.00005345606,0.00001271232,0.003691867,0.00001694558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943523,0.0003953137,0.00005448704,0.0005743057,0.0000149677,0.0002062526,0.001604023,0.000005713262,0.002792579],"genre_scores_gemma":[0.9951708,0.001162095,0.0003053612,0.0004338481,0.00001342853,0.0001609113,0.0007579965,0.000005986652,0.001989579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08133435,"threshold_uncertainty_score":0.1636267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08876181283919525,"score_gpt":0.3067562062558269,"score_spread":0.2179943934166316,"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."}}