{"id":"W4380569019","doi":"10.46747/cfp.6906382","title":"Returning to school following concussion","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Concordia University; Institut du Savoir Montfort; Children's Hospital of Eastern Ontario","funders":"","keywords":"Concussion; Medicine; Injury prevention; Poison control; Family medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002989565,0.0001534003,0.0002760193,0.0006073654,0.000219416,0.00005641738,0.0001847651,0.00008544783,0.00002322177],"category_scores_gemma":[0.0002041356,0.0001473209,0.0001330787,0.001437283,0.00003105672,0.00009334603,0.00004137346,0.0003348744,0.005950366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005144128,"about_ca_system_score_gemma":0.00102707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004558357,"about_ca_topic_score_gemma":0.001649613,"domain_scores_codex":[0.9982207,0.00004415019,0.0001954723,0.000331233,0.000411999,0.0007964864],"domain_scores_gemma":[0.9976186,0.00007506696,0.00002225752,0.0004598381,0.00006446945,0.001759829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005461588,0.00001992428,0.003420001,0.00009188267,0.0001619182,0.001046536,0.0006082212,0.00002122789,0.1161202,0.0005172269,0.7761033,0.1018349],"study_design_scores_gemma":[0.001982112,0.0004546644,0.4408817,0.001244938,0.00008766451,0.000004300004,0.005400287,0.0009718471,0.002846977,0.00060589,0.54484,0.0006796755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7930226,0.0000544314,0.00001676582,0.005992082,0.0004016493,0.000615963,0.00002710883,0.000231997,0.1996374],"genre_scores_gemma":[0.9151273,0.000002135783,0.0002894309,0.0796488,0.0004509443,0.00005579945,0.0000739664,0.00006437935,0.004287268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4374617,"threshold_uncertainty_score":0.9948236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06070436804019497,"score_gpt":0.3279028011181547,"score_spread":0.2671984330779597,"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."}}