{"id":"W2915044030","doi":"10.1016/j.jpedsurg.2019.01.030","title":"Where to start? Injury prevention priority scores in Canadian children","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00333432,0.000104631,0.0004647489,0.001023758,0.00002959687,0.000007350838,0.0000695019,0.0001601849,0.0004883605],"category_scores_gemma":[0.0007537037,0.00009176895,0.0002322243,0.000428458,0.000009062863,0.0001803889,0.0000141394,0.0004106151,0.0001088624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157415,"about_ca_system_score_gemma":0.001316036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00773047,"about_ca_topic_score_gemma":0.01141278,"domain_scores_codex":[0.9983926,0.0002500933,0.0007025159,0.0001317191,0.0001971994,0.0003258145],"domain_scores_gemma":[0.9987745,0.0002771724,0.0003307666,0.0001490787,0.0001313351,0.0003371649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002860737,0.00006000789,0.9519538,0.00004802845,0.00002989734,0.00003274858,0.00003763195,0.000008943342,0.00003906266,0.00001238603,0.04304111,0.004450273],"study_design_scores_gemma":[0.0003038711,0.0002714971,0.9964567,0.0001155004,0.00008505573,0.00005562463,0.0000109151,0.000002688504,0.00003317993,0.0002313341,0.002343835,0.00008982969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956142,0.001559919,0.00001548413,0.001138098,0.001192313,0.0002677435,0.000006969908,0.000005958316,0.0001993396],"genre_scores_gemma":[0.9957556,0.001053218,0.0002763884,0.0003550184,0.002132045,0.000001938687,0.000009403709,0.00001110643,0.0004053213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04450284,"threshold_uncertainty_score":0.9988772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610836793051031,"score_gpt":0.2988965009626833,"score_spread":0.282788133032173,"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."}}