{"id":"W4408098729","doi":"10.2196/66335","title":"Resource-Oriented Case Management to Implement Recommendations for Patients With Chronic Pain and Frequent Use of Analgesics in General Practices (Project RELIEF): Protocol for a Single-Arm Exploratory Feasibility Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Preprint; Pain management; Resource (disambiguation); Exploratory research; Medicine; Chronic pain; Computer science; Psychology; Physical therapy; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05884972,0.004565771,0.005590023,0.003282894,0.004863913,0.002826439,0.004956696,0.006728806,0.04685304],"category_scores_gemma":[0.03707159,0.003287638,0.004744722,0.002712723,0.003674376,0.003080746,0.003807117,0.006510161,0.009248003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007021172,"about_ca_system_score_gemma":0.03299725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948021,"about_ca_topic_score_gemma":0.004095314,"domain_scores_codex":[0.9623917,0.02552465,0.004066815,0.002075173,0.003103626,0.002837976],"domain_scores_gemma":[0.9751452,0.006901433,0.003931768,0.003537644,0.006700748,0.003783253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4256004,0.2096156,0.004576178,0.04365274,0.001388451,0.001396284,0.005295083,0.009879681,0.006635021,0.009943701,0.03553139,0.2464854],"study_design_scores_gemma":[0.7141879,0.1604246,0.0115262,0.009331774,0.0008338321,0.0003390617,0.002241672,0.004911512,0.003261717,0.005829626,0.08664176,0.0004703747],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008729169,0.00002906725,0.0008291833,0.00004394225,0.00003172479,0.9978562,0.0001501747,0.00001712181,0.0001697399],"genre_scores_gemma":[0.0006071702,0.00003301226,0.002113756,0.00003484639,0.000009152681,0.9970896,0.00004055117,0.000001139201,0.00007080833],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05884972,"threshold_uncertainty_score":0.3112308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3851605631296629,"score_gpt":0.5683014290989455,"score_spread":0.1831408659692826,"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."}}