{"id":"W3216229654","doi":"10.1017/brimp.2021.28","title":"Thinking Otherwise: Bringing Young People into Pediatric Concussion Clinical and Research Practice","year":2021,"lang":"en","type":"article","venue":"Brain Impairment","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Public Health Ontario; University of Toronto; Western University","funders":"","keywords":"Concussion; Perspective (graphical); Psychology; Best practice; Medicine; Developmental psychology; Injury prevention; Poison control; Political science; Medical emergency; Computer science; Law","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":[0.05445593,0.0006361594,0.0009607326,0.002370006,0.01310646,0.01120648,0.002445408,0.005385469,0.003937342],"category_scores_gemma":[0.06212071,0.0007683706,0.001076355,0.001394801,0.04431979,0.0144638,0.01784735,0.008765227,0.0008957829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009867418,"about_ca_system_score_gemma":0.03552539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005697403,"about_ca_topic_score_gemma":0.008539222,"domain_scores_codex":[0.9426188,0.04891703,0.001769063,0.001843703,0.002592199,0.002259152],"domain_scores_gemma":[0.9303606,0.04622364,0.005827146,0.00290309,0.005904652,0.008780902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003179382,0.00007524166,0.003904236,0.0008724736,0.00002116041,0.002017605,0.9480639,0.00006380411,0.0004348211,0.02043606,0.004489705,0.01958917],"study_design_scores_gemma":[0.00001973798,0.0001407536,0.001337402,0.003337922,0.00003334486,0.002214339,0.908909,0.00005796858,0.0004824323,0.02036132,0.06305563,0.00005022579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3926608,0.05652059,0.03796056,0.4049115,0.006007243,0.001483933,0.0001722683,0.000275058,0.1000081],"genre_scores_gemma":[0.939831,0.01761652,0.01455961,0.02322807,0.000506479,0.0007029474,0.00004398048,0.00005932189,0.003452119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05445593,"threshold_uncertainty_score":0.287994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09498743925400342,"score_gpt":0.4605686830242249,"score_spread":0.3655812437702214,"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."}}