{"id":"W4400624610","doi":"10.1016/j.fas.2024.07.005","title":"EFAS fellowship program","year":2024,"lang":"en","type":"editorial","venue":"Foot and Ankle Surgery","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Medicine; Family medicine","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":[0.006358712,0.002332273,0.00222628,0.00297103,0.002582885,0.005895127,0.002428278,0.01870454,0.07695691],"category_scores_gemma":[0.03158459,0.0008946033,0.001979068,0.0009436007,0.001428729,0.002771198,0.002359453,0.01587432,0.03822988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003923561,"about_ca_system_score_gemma":0.005570345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002899119,"about_ca_topic_score_gemma":0.01221704,"domain_scores_codex":[0.995957,0.0007462036,0.0003210309,0.0004853334,0.002021011,0.0004694662],"domain_scores_gemma":[0.9834839,0.004753998,0.0010125,0.0004916767,0.006349321,0.003908731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001106016,0.000005284552,0.00001267697,0.0000573066,0.000004162289,0.00003641538,0.000003020714,0.000008841111,0.000008932906,0.0001988663,0.9944753,0.005178153],"study_design_scores_gemma":[0.00003696381,0.00001048952,0.0001291594,0.0002627991,0.00001533385,0.00008791818,0.00001528481,0.00003641598,0.00001983052,0.0005405419,0.998839,0.00000628283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003709842,0.005025114,0.0001014323,0.08336937,0.9007773,0.00002874892,0.00009328491,0.00005271482,0.01051487],"genre_scores_gemma":[0.0009308968,0.007546287,0.0002820772,0.09171975,0.8196595,0.00008892982,0.0001325007,0.00007650783,0.07956366],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07695691,"threshold_uncertainty_score":0.2574465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104512787958106,"score_gpt":0.4238417592403625,"score_spread":0.3193289712822566,"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."}}