{"id":"W2892936192","doi":"10.1136/injuryprevention-2018-safety.521","title":"PW 2289 Injury risk assessment in schools in karachi, pakistan","year":2018,"lang":"en","type":"article","venue":"Abstracts","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Occupational safety and health; Quarter (Canadian coin); Injury prevention; Risk assessment; Environmental health; Poison control; Medicine; Engineering; Forensic engineering; Medical education; Geography; Computer security; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008974723,0.0003178923,0.0002338638,0.00199324,0.001424248,0.0008001526,0.0003929362,0.0003620062,0.003946434],"category_scores_gemma":[0.001906601,0.0003456851,0.0003290175,0.001491358,0.0004717554,0.0006117442,0.001163874,0.0004239292,0.0006788439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393305,"about_ca_system_score_gemma":0.004264074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05425237,"about_ca_topic_score_gemma":0.08831664,"domain_scores_codex":[0.9991452,0.0001754546,0.0001322947,0.00008864149,0.0002492293,0.0002091811],"domain_scores_gemma":[0.9984353,0.0001735676,0.0005542095,0.00005702034,0.000529785,0.0002502011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004357364,0.0001802919,0.9816852,0.0001034797,0.00001040943,0.0004441655,0.001926763,0.0001679703,0.0002343226,0.00006861768,0.0009021576,0.01423304],"study_design_scores_gemma":[0.000008693108,0.0005464423,0.9800243,0.00009474581,0.00001600721,0.0004337723,0.01681714,0.0003200035,0.0003402303,0.00007635231,0.001305882,0.0000163238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995053,0.0001029806,0.000499302,0.0002293296,0.00001365896,0.000220598,0.0009129781,0.00002662522,0.002941476],"genre_scores_gemma":[0.9974831,0.0002353988,0.001041646,0.00005453493,0.000005428806,0.00008350081,0.0004236611,0.000002612422,0.0006701718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05425237,"threshold_uncertainty_score":0.1078731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849909419026542,"score_gpt":0.3928479161518455,"score_spread":0.3743488219615801,"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."}}