{"id":"W6940313004","doi":"10.6084/m9.figshare.c.6786980","title":"Demographic and clinical profile of an inception cohort of road trauma survivors","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cohort; Cohort study; Occupational safety and health; Poison control; Injury prevention; Prospective cohort study; Suicide prevention; Major trauma","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":[0.0002291874,0.0002087264,0.0003097931,0.001066705,0.0008123535,0.0006311451,0.0003995337,0.0003358792,0.001702574],"category_scores_gemma":[0.0009539915,0.0002745994,0.0002170501,0.001310889,0.0002538403,0.0003942991,0.0004848761,0.0005029836,0.0003905305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00073955,"about_ca_system_score_gemma":0.000759062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07622958,"about_ca_topic_score_gemma":0.08061187,"domain_scores_codex":[0.9997342,0.00002183225,0.00002456167,0.00005991912,0.00006642158,0.0000930874],"domain_scores_gemma":[0.9992366,0.0000455761,0.0002043951,0.00003641619,0.0001852232,0.0002917445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000224409,0.00002347925,0.9991983,0.000003019262,0.000004779339,0.00008731157,0.0001584557,0.000005792323,0.00006861096,0.000003375209,0.0000709962,0.0003534956],"study_design_scores_gemma":[0.000001889737,0.00005415849,0.9986756,0.000004790708,0.000004184806,0.0002300611,0.0008849879,0.00002881979,0.00001514762,0.000004892171,0.0000930978,0.000002254599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992342,0.00003827507,0.00001284046,0.00001586597,0.000001735656,0.00001129924,0.0004815816,0.000001277439,0.0002028961],"genre_scores_gemma":[0.9988911,0.0000771312,0.00003204354,0.00002845633,0.000004561606,0.00002159594,0.0007395382,0.000001292789,0.0002043098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07622958,"threshold_uncertainty_score":0.1515718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03750657432700937,"score_gpt":0.2768931001944663,"score_spread":0.239386525867457,"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."}}