{"id":"W2155662538","doi":"10.1136/bmjopen-2013-003550","title":"Predicting and preventing postconcussive problems in paediatrics (5P) study: protocol for a prospective multicentre clinical prediction rule derivation study in children with concussion","year":2013,"lang":"en","type":"article","venue":"BMJ Open","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Concussion; Protocol (science); Clinical prediction rule; Prospective cohort study; Medical emergency; Occupational safety and health; Pediatrics; Post-concussion syndrome; Injury prevention; Poison control; Emergency medicine; Alternative medicine; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.05114479,0.003152393,0.006135065,0.001422133,0.00373885,0.002658839,0.004200554,0.002888011,0.03192833],"category_scores_gemma":[0.04954844,0.002809623,0.00395692,0.002310599,0.00221077,0.00218406,0.002554942,0.003749307,0.006641899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004922583,"about_ca_system_score_gemma":0.02354909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00705446,"about_ca_topic_score_gemma":0.00934257,"domain_scores_codex":[0.9752067,0.01482025,0.003647975,0.002255493,0.002747471,0.001322182],"domain_scores_gemma":[0.9769258,0.004940831,0.003787706,0.003883393,0.007968509,0.002493726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5564173,0.06118261,0.05796333,0.04418625,0.004977974,0.002516391,0.005843422,0.01078794,0.003721409,0.007199737,0.09759597,0.1476077],"study_design_scores_gemma":[0.6026138,0.08445505,0.1531741,0.01374973,0.00267318,0.0009554736,0.003135697,0.01162198,0.00350603,0.004454919,0.1188323,0.0008276769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003883766,0.00008164284,0.001510926,0.00007402778,0.0000669064,0.9922447,0.001592183,0.00003549179,0.0005104241],"genre_scores_gemma":[0.003298052,0.0000479271,0.002517117,0.00005113153,0.00001613098,0.9934034,0.0005543499,0.000004657726,0.0001072597],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05114479,"threshold_uncertainty_score":0.2704828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199161098008717,"score_gpt":0.4711630905222405,"score_spread":0.3512469807213689,"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."}}