{"id":"W6906383613","doi":"10.17605/osf.io/e53dg","title":"Multimodal care management of patients with whiplash-associated disorders or neck pain and associated disorders: an update to the systematic review by the Ontario Protocol for Traffic injury Management (OPTIMA) Collaboration","year":2020,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neck pain; Whiplash; Psychological intervention; Intervention (counseling); Multimodal therapy; Pain management; Systematic review; Protocol (science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03656032,0.002122109,0.01088398,0.009635886,0.001238003,0.003862349,0.003233162,0.0032049,0.01029568],"category_scores_gemma":[0.07098962,0.001837602,0.01481517,0.00952263,0.00122376,0.003011759,0.004076229,0.002705026,0.001330251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01232608,"about_ca_system_score_gemma":0.04299659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04480151,"about_ca_topic_score_gemma":0.1357501,"domain_scores_codex":[0.9659882,0.01246086,0.01508212,0.00130694,0.004339803,0.0008219171],"domain_scores_gemma":[0.9698375,0.01237103,0.01013307,0.001172791,0.005851917,0.0006336567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001284972,0.00005346126,0.0006620669,0.9426063,0.01029734,0.00006254057,0.0004461699,0.0001521151,0.0003191881,0.0004702215,0.009137852,0.0345077],"study_design_scores_gemma":[0.009649689,0.000450277,0.008262015,0.864904,0.06057371,0.0001389842,0.0004117713,0.0002399653,0.0003056231,0.0009144985,0.05401469,0.0001347744],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006821026,0.7579847,0.00490405,0.005863807,0.002431498,0.1786318,0.03869445,0.0003991745,0.004269463],"genre_scores_gemma":[0.04116371,0.6107632,0.03597941,0.006715112,0.0005009004,0.2853649,0.016147,0.0001533646,0.003212433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9551985,"threshold_uncertainty_score":0.1933517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008249430659809086,"score_gpt":0.3159094589745924,"score_spread":0.3076600283147833,"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."}}