{"id":"W4390988942","doi":"10.1017/cjn.2023.326","title":"CONNECTing Concussion Care with Research Across Ontario","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; St. Michael's Hospital; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University Health Network; Occupational Cancer Research Centre; Fowler Kennedy Sport Medicine Clinic; Institute for Work & Health; Toronto Western Hospital; University of Toronto; Western University; Public Health Ontario; Parkwood Institute","funders":"Government of Ontario","keywords":"Concussion; Standardization; Data sharing; Scale (ratio); Psychology; Medicine; Applied psychology; Poison control; Injury prevention; Computer science; Medical emergency; Alternative medicine; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.04379812,0.0005828275,0.0009653185,0.005883104,0.01415605,0.007077038,0.004166329,0.001843087,0.008033982],"category_scores_gemma":[0.07030054,0.001431028,0.001105733,0.009464134,0.005398595,0.002853615,0.014687,0.002517391,0.0007999106],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1790451,"about_ca_system_score_gemma":0.5996769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787266,"about_ca_topic_score_gemma":0.9909146,"domain_scores_codex":[0.9532279,0.01621122,0.00418521,0.00316584,0.01476029,0.008449447],"domain_scores_gemma":[0.7980874,0.02080127,0.013509,0.01214094,0.1012711,0.05419032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001231997,0.0006449325,0.3724976,0.006326397,0.001062633,0.002001931,0.04869922,0.001939535,0.003721108,0.02996803,0.2028146,0.3290919],"study_design_scores_gemma":[0.0006361423,0.000699474,0.5245125,0.005608494,0.0005413961,0.0003491426,0.02766344,0.001756147,0.001024285,0.007518383,0.4294416,0.0002489403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2512737,0.03079702,0.0187028,0.4743286,0.003313263,0.01131424,0.01687674,0.001283375,0.1921103],"genre_scores_gemma":[0.847984,0.01823616,0.04853538,0.04171179,0.001019208,0.005922423,0.00519001,0.0002594774,0.03114156],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8209549,"threshold_uncertainty_score":0.9521914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527437601415624,"score_gpt":0.4042626703966641,"score_spread":0.2515189102551018,"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."}}