{"id":"W1990186715","doi":"10.1097/01.paf.0000220981.54069.b8","title":"Pediatric Drowning","year":2006,"lang":"en","type":"article","venue":"American Journal of Forensic Medicine & Pathology","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001658055,0.0001567483,0.000923865,0.0004107399,0.00005817511,0.000001309628,0.00009652302,0.00008620313,0.0002071992],"category_scores_gemma":[0.0006588349,0.0001078218,0.0001738796,0.0003668473,0.0007940319,0.00005425719,0.00001698398,0.0005041101,0.000019002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004084649,"about_ca_system_score_gemma":0.000112819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004877848,"about_ca_topic_score_gemma":0.000004511868,"domain_scores_codex":[0.9980657,0.000318847,0.0009196607,0.0001643794,0.0002225391,0.0003089466],"domain_scores_gemma":[0.998007,0.0003528409,0.001037332,0.0001926941,0.000275143,0.0001349987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095578,0.0001908476,0.7573591,0.00006381336,0.0001213507,0.003922537,0.0005205182,0.0000299485,0.006846816,0.004442222,0.0669018,0.1585054],"study_design_scores_gemma":[0.003894789,0.01619171,0.9179658,0.0002209254,0.001362918,0.03773298,0.0007292569,0.00003305074,0.000568511,0.01325265,0.007797703,0.0002496729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823308,0.001323949,0.005540084,0.005547577,0.0008331271,0.00008587782,9.166049e-7,0.00001919315,0.004318473],"genre_scores_gemma":[0.9857527,0.0002254112,0.008116258,0.002351828,0.003241372,0.000001685715,0.00001230517,0.00001650714,0.0002819364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1606067,"threshold_uncertainty_score":0.4396844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206125011443071,"score_gpt":0.3041771267850873,"score_spread":0.2921158766706566,"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."}}