{"id":"W2618537067","doi":"10.1136/bjsports-2016-097270.224","title":"Survey of educators regarding the return to learn after a sport-related concussion","year":2017,"lang":"en","type":"article","venue":"British Journal of Sports Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sheridan College; University of Toronto","funders":"","keywords":"Intervention (counseling); Acknowledgement; Psychological intervention; Psychology; Medical education; Medicine; Computer science; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003355821,0.0002004516,0.0003902808,0.001110676,0.0006518489,0.000548803,0.0005330874,0.0008177403,0.002569546],"category_scores_gemma":[0.0138181,0.0003868832,0.0003142515,0.0009053162,0.0004584079,0.0005539744,0.0007394499,0.001000335,0.0006761518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398127,"about_ca_system_score_gemma":0.004055557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07955368,"about_ca_topic_score_gemma":0.1232293,"domain_scores_codex":[0.9978316,0.0004244132,0.0002920852,0.0001325196,0.0009101658,0.0004090999],"domain_scores_gemma":[0.9894456,0.001935561,0.003382596,0.0001901306,0.003385423,0.001660666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000182941,0.0006619952,0.974839,0.0002188189,0.00002008282,0.0001774309,0.00849562,0.00003543822,0.0005377217,0.00001688065,0.0008278697,0.01398611],"study_design_scores_gemma":[0.00001796154,0.0007128384,0.9876059,0.00006197584,0.00001274006,0.00009937221,0.009448872,0.00004598004,0.0001374977,0.000004629113,0.001843966,0.000008253875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998322,0.0001275566,0.00005655546,0.0001873366,0.000008175428,0.0001083156,0.000327138,0.000004735308,0.0008581943],"genre_scores_gemma":[0.9961486,0.0006347945,0.000321271,0.0002379874,0.00001582833,0.0002420706,0.0005078651,0.000003847913,0.001887827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07955368,"threshold_uncertainty_score":0.1581812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04468368205503093,"score_gpt":0.3463964367652521,"score_spread":0.3017127547102211,"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."}}