{"id":"W4306398927","doi":"10.1542/peds.2022-056835","title":"Early Postinjury Screen Time and Concussion Recovery","year":2022,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; BC Children's Hospital; University of British Columbia; Centre Hospitalier Universitaire Sainte-Justine; Vancouver Coastal Health Research Institute; University of Alberta; Université de Montréal; Children's Hospital of Eastern Ontario; University of Calgary; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Concussion; Screen time; Prospective cohort study; Physical therapy; Injury prevention; Poison control; Occupational safety and health; Emergency medicine; Internal medicine; Physical activity","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004520098,0.0002811106,0.0002591567,0.0007003466,0.0003241283,0.0005051363,0.0004543062,0.0004671755,0.002282207],"category_scores_gemma":[0.003877153,0.0002191132,0.0004584145,0.0006007084,0.0001565334,0.0002702412,0.0004625637,0.0006678721,0.0002019358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429889,"about_ca_system_score_gemma":0.0008806092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03381385,"about_ca_topic_score_gemma":0.0476191,"domain_scores_codex":[0.9995154,0.0000715041,0.00004453955,0.00008958665,0.0001193837,0.00015954],"domain_scores_gemma":[0.9969156,0.000305153,0.001858168,0.00007880867,0.0003543917,0.0004878531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000660943,0.00004839848,0.9987503,0.00001091138,0.00002910234,0.00002638828,0.00003486437,0.0000201937,0.00006865495,0.000005693222,0.00004246012,0.0008968821],"study_design_scores_gemma":[0.000001282039,0.00003562074,0.9998245,0.000003401784,0.000005563679,0.00002938486,0.00003233142,0.00002068941,0.00001824121,0.000001538356,0.00002693689,6.668088e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989219,0.0002934077,0.00005169671,0.00005635415,0.000004940766,0.000008994883,0.0003988685,0.000003938889,0.0002599485],"genre_scores_gemma":[0.9989575,0.0001302183,0.00009621806,0.00001509989,0.000007354257,0.00001056395,0.0005473637,0.000001932426,0.0002337387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03381385,"threshold_uncertainty_score":0.06723404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883684989996034,"score_gpt":0.2946438291412098,"score_spread":0.2658069792412495,"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."}}