{"id":"W3130935685","doi":"10.1111/acem.14237","title":"Direct‐access physiotherapy to help manage patients with musculoskeletal disorders in an emergency department: Results of a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Centre hospitalier de l'Université Laval; Centre intégré universitaire de santé et de services sociaux de l'Est-de-l'Île-de-Montréal; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont; Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal; Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Fondation CHU de Québec; Université Laval","keywords":"Medicine; Emergency department; Randomized controlled trial; Triage; Physical therapy; Medical prescription; Descriptive statistics; Intervention (counseling); Emergency medicine; Internal medicine; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003272879,0.0003447629,0.002009344,0.0002889438,0.0002254873,8.116562e-7,0.0004091283,0.0002625353,0.002971074],"category_scores_gemma":[0.003043439,0.0002236117,0.0002056592,0.00101885,0.00008304573,0.0003936045,0.00007856991,0.0007859182,0.00001297357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005967788,"about_ca_system_score_gemma":0.0001214315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009817372,"about_ca_topic_score_gemma":0.002852004,"domain_scores_codex":[0.9921382,0.002866445,0.003010729,0.0006127421,0.0007734297,0.0005984569],"domain_scores_gemma":[0.9964029,0.001044417,0.001434647,0.000496746,0.0003675662,0.0002536991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9120935,0.000600395,0.07142321,0.0002122084,0.0002880287,0.000001710211,0.005685925,0.00003340453,0.0002145813,0.0001154501,0.008071968,0.00125964],"study_design_scores_gemma":[0.9675758,0.001145939,0.02001087,0.0007457655,0.0003779464,6.286471e-8,0.001137652,0.00006539129,0.00001360773,0.0006726853,0.007960464,0.0002937893],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657786,0.002173638,0.00008165076,0.004752884,0.004835536,0.007768964,0.00003044442,0.00004939925,0.01452888],"genre_scores_gemma":[0.9799628,0.01449994,0.00004994413,0.0002530668,0.0009429757,0.001461838,0.0002268801,0.00005734355,0.002545241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05548235,"threshold_uncertainty_score":0.9979404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887550647608913,"score_gpt":0.4508102183340594,"score_spread":0.4219347118579703,"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."}}