{"id":"W2021521407","doi":"10.1227/neu.0b013e3181f209f1","title":"The Effectiveness of Interventions to Reduce Neurological Injuries in Rugby Union: A Systematic Review","year":2010,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Injury prevention; Poison control; Physical therapy; Systematic review; Psychological intervention; Occupational safety and health; Emergency medicine; Psychiatry; Pathology","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":[0.007808253,0.001686669,0.01055164,0.007019632,0.0007374233,0.002497368,0.002143951,0.002349832,0.005118879],"category_scores_gemma":[0.04294891,0.001406151,0.006653099,0.007361019,0.001001049,0.002008567,0.00134026,0.001453844,0.000324585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004676981,"about_ca_system_score_gemma":0.01250189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128679,"about_ca_topic_score_gemma":0.0302313,"domain_scores_codex":[0.9925966,0.003249134,0.002067022,0.0004612013,0.001402482,0.0002233875],"domain_scores_gemma":[0.9774589,0.01641789,0.003765208,0.0002324695,0.00174067,0.0003848451],"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":[0.0004509766,0.00004558217,0.0005298222,0.9475116,0.01087217,0.00009427783,0.0001701165,0.0001032089,0.0001143113,0.0001121012,0.0009149703,0.03908083],"study_design_scores_gemma":[0.001746873,0.0008277798,0.006502429,0.8452571,0.1317042,0.0004172733,0.0004422208,0.0001885387,0.0003923329,0.0002304396,0.01224083,0.00005002803],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001940059,0.9967049,0.0001192344,0.0001887146,0.00009699127,0.0004852916,0.0001632031,0.00001150083,0.000290151],"genre_scores_gemma":[0.02468318,0.9729513,0.0008952926,0.0003162862,0.00006337342,0.0008489201,0.0001201531,0.000004961522,0.0001164962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01128679,"threshold_uncertainty_score":0.04129446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339374366498581,"score_gpt":0.4363378034421299,"score_spread":0.3024003667922718,"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."}}