{"id":"W2312489040","doi":"10.1097/sla.0000000000001643","title":"Life After Discharge Following Major Injury","year":2016,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Injury prevention; Poison control; Suicide prevention; Medical emergency","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":[0.0002947463,0.0001935674,0.000282547,0.000257971,0.002723071,0.0008892378,0.0003403378,0.003465562,0.01757976],"category_scores_gemma":[0.003375478,0.0001344835,0.0001832729,0.0003075407,0.000687248,0.0006215347,0.0005288377,0.004756238,0.003139939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002926769,"about_ca_system_score_gemma":0.00334795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02212521,"about_ca_topic_score_gemma":0.08990255,"domain_scores_codex":[0.9996843,0.0000728415,0.00003493614,0.000026787,0.00006295429,0.0001181971],"domain_scores_gemma":[0.9983225,0.0002248171,0.0001541057,0.00004902388,0.0003807245,0.0008688216],"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":[0.00009949689,0.00007417074,0.02292705,0.0001430036,0.00001989778,0.0369119,0.0007292853,0.00007721368,0.0002110167,0.002729616,0.9022308,0.03384651],"study_design_scores_gemma":[0.0001852938,0.000286892,0.1621813,0.004905992,0.00005704624,0.05247976,0.007144884,0.0003998927,0.000299793,0.01236363,0.7596086,0.00008685845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02212412,0.01233514,0.0001551404,0.8348355,0.01068287,0.00006104432,0.000656637,0.00004727358,0.1191022],"genre_scores_gemma":[0.4978762,0.03438715,0.0004396533,0.3331969,0.0264581,0.0001289637,0.00121922,0.00005656556,0.1062372],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02212521,"threshold_uncertainty_score":0.05881017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1697858418978518,"score_gpt":0.3530507113041895,"score_spread":0.1832648694063376,"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."}}