{"id":"W4405198986","doi":"10.1016/j.jposna.2024.100139","title":"The Women in ORTHopaedics Program Offers Early Exposure to Orthopaedic Surgery for Young Women. A Pre- and Post-Event Survey Comparison","year":2024,"lang":"en","type":"article","venue":"Journal of the Pediatric Orthopaedic Society of North America","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Orthopedic surgery; Medicine; Event (particle physics); Physical therapy; Medical physics; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002458787,0.000295127,0.0003117016,0.00115666,0.0009216057,0.0008582196,0.0005133719,0.0007441684,0.00683477],"category_scores_gemma":[0.006953485,0.000441974,0.0005594,0.000809376,0.0003824085,0.001306678,0.001576969,0.001183545,0.001561256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000898366,"about_ca_system_score_gemma":0.001801216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005136544,"about_ca_topic_score_gemma":0.01051777,"domain_scores_codex":[0.9983764,0.0004151934,0.000168697,0.000190187,0.0003449304,0.0005046602],"domain_scores_gemma":[0.9945187,0.001150436,0.001244906,0.000135139,0.001002047,0.001948742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001941872,0.004247728,0.9264454,0.000542363,0.00008403198,0.0003716403,0.01387024,0.0001100565,0.001495679,0.0002102194,0.005556374,0.04512428],"study_design_scores_gemma":[0.0000621224,0.002438722,0.9707711,0.00006589759,0.00002003926,0.0001082023,0.02245789,0.00009478708,0.0002565575,0.00003365668,0.003673083,0.00001780256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955765,0.00006714816,0.0001157648,0.0002765329,0.00004074894,0.0004694865,0.001227496,0.00001316501,0.00221313],"genre_scores_gemma":[0.9942852,0.0001597214,0.0003677865,0.0003062712,0.00003691285,0.001223124,0.00122661,0.000007830679,0.002386519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00683477,"threshold_uncertainty_score":0.02286458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736768533015952,"score_gpt":0.287211742162165,"score_spread":0.2698440568320055,"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."}}