{"id":"W4205832717","doi":"10.5435/jaaos-d-21-00770","title":"Formal Orthopaedic Surgery “Boot Camp” Curriculum to Optimize Performance on Acting Internships","year":2021,"lang":"en","type":"article","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Internship; Curriculum; Orthopedic surgery; Matching (statistics); Odds; Outcome (game theory); MEDLINE; Rank (graph theory)","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":[0.0007652211,0.000733748,0.000350666,0.0006801306,0.001014825,0.0007697366,0.001242617,0.0006628436,0.0149501],"category_scores_gemma":[0.002062455,0.0002169338,0.000352359,0.000230847,0.0003409076,0.0005361057,0.002553428,0.001239266,0.002903641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000723619,"about_ca_system_score_gemma":0.004592434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007707271,"about_ca_topic_score_gemma":0.003878096,"domain_scores_codex":[0.9994352,0.0000773227,0.00003381988,0.00005441976,0.0001600365,0.0002390878],"domain_scores_gemma":[0.9974393,0.0001437244,0.0002500965,0.00005457327,0.0001976133,0.001914767],"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":[0.0005654495,0.07959696,0.01937827,0.0008437443,0.00002757985,0.0009516938,0.001721627,0.003494978,0.03133244,0.003121793,0.09528442,0.7636811],"study_design_scores_gemma":[0.001875579,0.05416018,0.6000354,0.001810669,0.0001166675,0.00542685,0.00723963,0.01261135,0.02445656,0.0136089,0.2782573,0.0004009557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284795,0.0007299428,0.01783315,0.006810583,0.002507534,0.00503192,0.0003205061,0.001759228,0.03652768],"genre_scores_gemma":[0.8751454,0.001753976,0.0833545,0.003565192,0.001144348,0.002792875,0.000768925,0.0001435484,0.03133118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0149501,"threshold_uncertainty_score":0.05001307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251686832464662,"score_gpt":0.2990789628967958,"score_spread":0.2765620945721491,"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."}}