{"id":"W4308914320","doi":"10.1186/s12891-022-05914-5","title":"Physiotherapists’ knowledge of and adherence to evidence-based practice guidelines and recommendations for ankle sprains management: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Medicine; Sports medicine; Cross-sectional study; Physical therapy; Orthopedic surgery; Ankle; Evidence-based medicine; MEDLINE; Alternative medicine; Rheumatology; Family medicine; Internal medicine; Pathology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008468472,0.00014712,0.0002112255,0.0001895952,0.0002873487,0.00003033776,0.00008074052,0.00002383052,0.0001546904],"category_scores_gemma":[0.0008964778,0.0001442919,0.0001351712,0.0003619347,0.00007968181,0.0001801474,0.0001277037,0.00009372695,0.000002329266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000352252,"about_ca_system_score_gemma":0.000113318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001352061,"about_ca_topic_score_gemma":0.0001688161,"domain_scores_codex":[0.9986961,0.0001294912,0.0003893103,0.0003836566,0.0002233886,0.0001780577],"domain_scores_gemma":[0.9987116,0.0006004587,0.0001225303,0.0002092898,0.0002664737,0.00008958454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003270037,0.004822,0.8230398,0.004865762,0.0004896134,0.000003029574,0.0020455,0.0003791269,0.0009996068,0.001102781,0.01039913,0.1485836],"study_design_scores_gemma":[0.005341043,0.004870535,0.9123346,0.0002716725,0.0001592193,0.000006258895,0.008801965,0.001957547,0.00001126735,0.0002955573,0.06557481,0.000375482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891313,0.001818688,0.001881861,0.003581652,0.0002726618,0.002607363,0.00005035423,0.00005138031,0.00060473],"genre_scores_gemma":[0.9904519,0.0001467957,0.007204666,0.0005701398,0.0000687197,0.0007594194,0.0000391169,0.00002556037,0.0007337142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1482081,"threshold_uncertainty_score":0.5884052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09586921749456352,"score_gpt":0.4268071577090328,"score_spread":0.3309379402144693,"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."}}