{"id":"W2067501531","doi":"10.1177/0309364610389353","title":"Factors influencing evidence-based practice in prosthetics and orthotics","year":2011,"lang":"en","type":"article","venue":"Prosthetics and Orthotics International","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; George Brown College; Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Orthotics; Evidence-based practice; Workload; Clinical Practice; Work (physics); Medical education; Evidence-based medicine; Health care; Medicine; Knowledge management; Psychology; Nursing; Computer science; Physical therapy; Alternative medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002010903,0.000182165,0.0001942234,0.0003016592,0.00041335,0.00005971154,0.000239267,0.0001721255,0.0001522166],"category_scores_gemma":[0.003742483,0.0001496535,0.00002814432,0.0002766664,0.0002417019,0.0004922032,0.0001644259,0.0007106402,0.00001902412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558317,"about_ca_system_score_gemma":0.000906828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003430248,"about_ca_topic_score_gemma":0.0002399187,"domain_scores_codex":[0.997523,0.0002992126,0.0006423314,0.0003809552,0.0005842983,0.000570231],"domain_scores_gemma":[0.9973465,0.001202024,0.0002784804,0.0002154447,0.0006229367,0.0003345796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009774142,0.0001588195,0.9718819,0.0001469491,0.000008921718,0.000008727499,0.01823216,0.00001367085,0.00004576391,0.006336226,0.0001155083,0.002953602],"study_design_scores_gemma":[0.001065078,0.0005160716,0.9449934,0.001103117,0.00002984521,0.000013958,0.01396962,0.01006076,0.0002815641,0.004237236,0.0232867,0.0004426484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912091,0.0004186582,0.0003006348,0.003118758,0.0008931372,0.0008024761,0.00001779591,0.00003293104,0.003206498],"genre_scores_gemma":[0.9904631,0.001228312,0.006422632,0.00138954,0.0001037998,0.00005564967,0.00001400879,0.00002046492,0.0003024791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0268885,"threshold_uncertainty_score":0.6102692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2704452508529325,"score_gpt":0.4734267404792172,"score_spread":0.2029814896262847,"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."}}