{"id":"W3013006036","doi":"10.1186/s12913-020-05146-0","title":"Medical and allied health service use during acute and chronic post-injury periods in whiplash injured individuals","year":2020,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Institute for Safety, Compensation and Recovery Research; WorkSafe Victoria; Monash University; Transport Accident Commission","keywords":"Medicine; Chiropractic; Population; Whiplash; Health administration; Physical therapy; Occupational safety and health; Neck pain; Poison control; Chronic pain; Public health; Emergency medicine; Nursing; Alternative medicine; Environmental health","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":[0.000474316,0.0001768254,0.0002692719,0.00157916,0.0005163119,0.0006043913,0.0004305115,0.0005903066,0.001806799],"category_scores_gemma":[0.002057773,0.000220801,0.0004129512,0.001651178,0.0003608743,0.0005436015,0.0009797618,0.0006241246,0.0002701828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008016958,"about_ca_system_score_gemma":0.0006348221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04126704,"about_ca_topic_score_gemma":0.06061685,"domain_scores_codex":[0.999363,0.0001247256,0.0001397287,0.00007882333,0.0001288826,0.000164826],"domain_scores_gemma":[0.9981163,0.0001974563,0.001178715,0.00004280571,0.0001615602,0.0003032618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003713253,0.00002604264,0.9983785,0.00003125131,0.00001823412,0.00006722268,0.0005417516,0.00001313222,0.00005911987,0.00000592989,0.00004502757,0.0007766089],"study_design_scores_gemma":[7.102822e-7,0.00003752908,0.9992381,0.000008980542,0.000003796278,0.00007931929,0.0005657134,0.00001704786,0.00000570128,0.000002213361,0.00003961267,0.00000114501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991605,0.0002698281,0.000008276575,0.00003541914,0.000001841128,0.000009569558,0.0003319585,6.327405e-7,0.0001820982],"genre_scores_gemma":[0.9992344,0.0002323223,0.00002931908,0.00002169603,0.00000677887,0.00001748269,0.000293856,6.474228e-7,0.0001633976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04126704,"threshold_uncertainty_score":0.08205366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03742247897932958,"score_gpt":0.4179883263789393,"score_spread":0.3805658473996097,"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."}}