{"id":"W4405671372","doi":"10.3310/rtky7521","title":"Clinical and cost-effectiveness of first contact physiotherapy for musculoskeletal disorders in primary care: the FRONTIER, mixed method realist evaluation","year":2024,"lang":"en","type":"article","venue":"Health and Social Care Delivery Research","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"Health and Social Care Delivery Research; Department of Health and Social Care; Health Services and Delivery Research Programme; National Institute for Health and Care Research","keywords":"Medicine; Physical therapy; Family medicine; Nursing","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":[0.03538569,0.001240013,0.002044292,0.0019624,0.0005081926,0.001624565,0.001492306,0.001767578,0.003257437],"category_scores_gemma":[0.06358646,0.0007927578,0.004610458,0.001592875,0.001055359,0.00183051,0.001596381,0.0009872203,0.0002567082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005810967,"about_ca_system_score_gemma":0.002218009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00485697,"about_ca_topic_score_gemma":0.005058127,"domain_scores_codex":[0.9244273,0.06873801,0.001929119,0.001104056,0.002961674,0.0008398118],"domain_scores_gemma":[0.9305675,0.05784871,0.006555169,0.001744189,0.002164547,0.001119902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3283731,0.03772062,0.3458392,0.01726118,0.0320252,0.0007195609,0.00438864,0.03429977,0.001015855,0.003083796,0.002297197,0.192976],"study_design_scores_gemma":[0.07189519,0.4974266,0.3612989,0.002135509,0.009608826,0.0007103194,0.003629094,0.04746712,0.001090258,0.002224224,0.002234746,0.0002791914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881976,0.003378852,0.002164848,0.0003343724,0.00005819948,0.004038033,0.0007751925,0.00001524373,0.001037751],"genre_scores_gemma":[0.9918742,0.0009325293,0.003298809,0.0001343537,0.00004735458,0.003179949,0.0002906474,0.000004761867,0.0002375285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03538569,"threshold_uncertainty_score":0.1871396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1815772327782394,"score_gpt":0.6060859420673467,"score_spread":0.4245087092891073,"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."}}