{"id":"W2950303484","doi":"10.4236/jss.2019.76008","title":"Yearly Suicides across Canada, Great Britain and the United States from 1960 to 2015: A Search for Underlying Long-Term Trends","year":2019,"lang":"en","type":"article","venue":"Open Journal of Social Sciences","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Demography; Term (time); Period (music); Geography; Suicide rates; Suicide prevention; Poison control; Demographic economics; Medicine; Medical emergency; Economics; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007143724,0.0001689589,0.0003113505,0.00374402,0.0007434637,0.000933969,0.0004085359,0.0002539636,0.0007268459],"category_scores_gemma":[0.003345534,0.0001401124,0.0003455603,0.005952533,0.0004935544,0.0003777078,0.0008220306,0.0005418949,0.000117692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003498263,"about_ca_system_score_gemma":0.005208387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9107534,"about_ca_topic_score_gemma":0.9482245,"domain_scores_codex":[0.999398,0.0000609677,0.00007063729,0.0001101817,0.0002393634,0.0001208285],"domain_scores_gemma":[0.9974715,0.0003618641,0.0008203047,0.000119303,0.0009089579,0.0003181247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002933539,0.00001268545,0.9920669,0.00002918348,0.0001063749,0.00007553063,0.0009037828,0.0004554285,0.0001089866,0.0002448175,0.0005408631,0.005426192],"study_design_scores_gemma":[6.102263e-7,0.000008394923,0.9980059,0.00001389441,0.00001429426,0.00003140993,0.0008449332,0.0004349493,0.00004095284,0.0000274225,0.0005722411,0.000004914793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993633,0.0006127111,0.000353836,0.0001435781,0.000008450076,0.00001209686,0.004217719,0.00001571418,0.001002765],"genre_scores_gemma":[0.9945123,0.0004944887,0.0002726623,0.00002840158,0.000004793895,0.000007620067,0.004204565,0.000004471825,0.0004706249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08924663,"threshold_uncertainty_score":0.1795444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218350449399635,"score_gpt":0.4426950075015831,"score_spread":0.3208599625616196,"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."}}