{"id":"W2613147689","doi":"10.1016/j.jflm.2017.05.011","title":"An overview of the challenges facing death investigation systems in certain resource limited countries","year":2017,"lang":"en","type":"article","venue":"Journal of Forensic and Legal Medicine","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Resource (disambiguation); Business; Law enforcement; Public health; Investment (military); Population; Enforcement; Economic growth; Political science; Economics; Medicine; Environmental health; Politics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006136146,0.0005071283,0.000331472,0.003898117,0.00194322,0.005460197,0.001043661,0.001629625,0.004625837],"category_scores_gemma":[0.00930591,0.0003036194,0.0005076182,0.005004975,0.001019573,0.003473081,0.002724774,0.001676828,0.0005890215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003504646,"about_ca_system_score_gemma":0.009746072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009536956,"about_ca_topic_score_gemma":0.02225554,"domain_scores_codex":[0.9966292,0.001550231,0.0006440777,0.0001423343,0.0004430347,0.0005911742],"domain_scores_gemma":[0.9911003,0.003529262,0.001508663,0.0001680725,0.002753077,0.0009407421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000236898,0.0002841413,0.09405342,0.01145744,0.0001821455,0.006205442,0.007613122,0.005779884,0.001401056,0.05612435,0.1023864,0.7142758],"study_design_scores_gemma":[0.00002740354,0.0005511765,0.1463729,0.02334964,0.0002399806,0.01347448,0.05495632,0.00333363,0.001501602,0.01678227,0.7392258,0.0001847871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1237206,0.5202547,0.01766538,0.244436,0.002879228,0.000558349,0.002663686,0.0003628589,0.08745904],"genre_scores_gemma":[0.3344871,0.6127948,0.02852377,0.01243262,0.001747063,0.000338244,0.002053567,0.00006884805,0.007554077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009536956,"threshold_uncertainty_score":0.03245145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09237576368068581,"score_gpt":0.3439757749844419,"score_spread":0.2516000113037561,"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."}}