{"id":"W4366989497","doi":"10.1093/tas/txad042","title":"Skills for future equine sports rehabilitation careers","year":2023,"lang":"en","type":"article","venue":"Translational Animal Science","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Lameness; Curriculum; Medical education; Demographics; Service (business); Medicine; Work (physics); Service provider; Psychology; Business; Physical therapy; Engineering; Marketing; Pedagogy","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":[0.001876394,0.0002736564,0.0001919982,0.0009954462,0.002628261,0.002530116,0.0006982004,0.001095746,0.02558408],"category_scores_gemma":[0.006376642,0.0002055528,0.0003597967,0.0003554669,0.000987211,0.001265191,0.002432309,0.001762977,0.004963797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202191,"about_ca_system_score_gemma":0.008573387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002341212,"about_ca_topic_score_gemma":0.01002571,"domain_scores_codex":[0.998814,0.000323244,0.00004570504,0.00007514992,0.0003897977,0.0003520324],"domain_scores_gemma":[0.9931727,0.0007302715,0.0007121877,0.0001708351,0.001251062,0.003962884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007212484,0.003390149,0.1288071,0.001299084,0.00003246389,0.001543689,0.02610313,0.0007300061,0.004771682,0.01736156,0.1288727,0.6870162],"study_design_scores_gemma":[0.00005969256,0.001127232,0.3634174,0.003965784,0.0000475828,0.004740044,0.07807744,0.001607943,0.001593825,0.03008983,0.5151689,0.0001043414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5313569,0.006843518,0.01023989,0.1108488,0.001746022,0.0007084518,0.0005052646,0.0003724605,0.3373786],"genre_scores_gemma":[0.8842493,0.006604212,0.02306158,0.009519094,0.0004047501,0.0003203349,0.0005345593,0.00004527278,0.07526095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02558408,"threshold_uncertainty_score":0.08558726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0624834405119597,"score_gpt":0.4070757216861232,"score_spread":0.3445922811741635,"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."}}