{"id":"W3094390911","doi":"10.1016/j.ptsp.2020.10.008","title":"Does interprofessional concussion management improve recovery in varsity athletes? A year to year effectiveness-implementation hybrid study","year":2020,"lang":"en","type":"article","venue":"Physical Therapy in Sport","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University; NOSM University","funders":"Northern Ontario Academic Medicine Association","keywords":"Concussion; Athletes; Physical therapy; Medicine; Physical medicine and rehabilitation; Psychology; Injury prevention; Medical emergency; Poison control","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01347188,0.001139127,0.003159015,0.001474267,0.003130586,0.002709671,0.001964023,0.003735821,0.002686729],"category_scores_gemma":[0.01336133,0.001283868,0.003816239,0.001682327,0.00191135,0.003931493,0.003438029,0.003022871,0.0005078035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004532806,"about_ca_system_score_gemma":0.009114834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839576,"about_ca_topic_score_gemma":0.02899029,"domain_scores_codex":[0.9815167,0.009389252,0.001671887,0.001557185,0.00232,0.003544962],"domain_scores_gemma":[0.9874844,0.003488479,0.002901704,0.001425198,0.001531778,0.003168445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1815685,0.4656855,0.1726907,0.001812388,0.00670595,0.0003604939,0.00848906,0.001513469,0.002712744,0.000709409,0.001775258,0.1559765],"study_design_scores_gemma":[0.0367388,0.5508405,0.3979567,0.0004799672,0.00319861,0.00007274361,0.006062565,0.0008627472,0.001225625,0.0002487087,0.002085167,0.0002277968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978287,0.0002540949,0.0001498254,0.0001898198,0.00008947002,0.0009400978,0.0001273213,0.00001336288,0.0004072955],"genre_scores_gemma":[0.9952265,0.0002773546,0.0007821636,0.0003228595,0.0001313656,0.002377481,0.000257368,0.000006543928,0.0006182941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01839576,"threshold_uncertainty_score":0.07124692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858979790388716,"score_gpt":0.3888443935803753,"score_spread":0.3502545956764881,"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."}}