{"id":"W3126880129","doi":"10.1016/j.jcjo.2021.01.001","title":"Conjunctival and periorbital petechiae presumed secondary to self-inflicted asphyxiation in a pediatric patient","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Research to Prevent Blindness","keywords":"Dermatology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001632049,0.0001389287,0.0003825661,0.0006165463,0.00004719807,0.00002581299,0.00007057715,0.0001891222,0.0006016241],"category_scores_gemma":[0.000677874,0.0001378225,0.00007460982,0.00042585,0.00004307325,0.0001004821,0.00001923799,0.0005665863,0.000009871133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800432,"about_ca_system_score_gemma":0.003767341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005695878,"about_ca_topic_score_gemma":0.0003042259,"domain_scores_codex":[0.9986821,0.0001260906,0.0004974064,0.0002011927,0.0001502356,0.000343016],"domain_scores_gemma":[0.9983793,0.00008496485,0.0001578689,0.0001529608,0.0003035911,0.0009213302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002701929,0.0001240373,0.7342533,0.0001024457,0.0001719699,0.2570896,0.003865669,0.00008882836,0.001484431,0.000101052,0.0004938219,0.001954719],"study_design_scores_gemma":[0.001487444,0.001087059,0.7607855,0.00004582906,0.00007372298,0.235068,0.0002678916,0.00002488048,0.0001416683,0.00006129284,0.0008456244,0.0001111646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877557,0.0011545,0.000007129371,0.0009129596,0.0003996111,0.0002151019,0.00001123916,0.000005115253,0.009538688],"genre_scores_gemma":[0.9985017,0.000011126,0.0009714258,0.0001462934,0.0001396055,0.000004543101,0.00001168224,0.00002038071,0.000193274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02653216,"threshold_uncertainty_score":0.6683102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009595916708538202,"score_gpt":0.2425759479873147,"score_spread":0.2329800312787765,"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."}}