{"id":"W2617422792","doi":"10.2147/jpr.s135813","title":"Impact of a value-based insurance design for physical therapy to treat back pain on care utilization and cost","year":2017,"lang":"en","type":"article","venue":"Journal of Pain Research","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Milton District Hospital","funders":"","keywords":"Medicine; Value (mathematics); Intensive care medicine; Pain management; Physical therapy","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":[0.005596385,0.0002791353,0.0002900715,0.0007110704,0.0004261646,0.001176735,0.0006495023,0.000911709,0.00242296],"category_scores_gemma":[0.01646338,0.0002181112,0.0007837886,0.0006411689,0.0005972554,0.0006270634,0.00107015,0.0008839896,0.0001480306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291005,"about_ca_system_score_gemma":0.0018527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004350177,"about_ca_topic_score_gemma":0.006004245,"domain_scores_codex":[0.9926518,0.003693271,0.000377109,0.0005836803,0.001921215,0.000772961],"domain_scores_gemma":[0.9834614,0.005488124,0.007815405,0.0006574446,0.0005020957,0.002075542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003176067,0.001966067,0.9773508,0.00005793499,0.000424023,0.0001056327,0.0001135858,0.0009330277,0.0006058802,0.0002618299,0.0002834195,0.01472167],"study_design_scores_gemma":[0.0002114676,0.004041842,0.9925032,0.00003133777,0.0001421025,0.0001696068,0.0001069177,0.00214223,0.0001545129,0.0000651897,0.0004221455,0.000009494326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983164,0.0002565141,0.0002845403,0.0003149472,0.00001765756,0.0001060089,0.0001726885,0.000004270107,0.0005270665],"genre_scores_gemma":[0.9992663,0.00004640261,0.000305226,0.00008891574,0.00003139734,0.00004624565,0.0001149256,0.00000107741,0.00009944196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005596385,"threshold_uncertainty_score":0.02959687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1919509763802162,"score_gpt":0.4973948610688554,"score_spread":0.3054438846886393,"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."}}