{"id":"W2270870954","doi":"10.5539/res.v8n1p145","title":"Deaths by Suicide in Ecuador: A Quantitative Data Analysis","year":2016,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Indigenous Health and Education","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Demography; Marital status; Ethnic group; Geography; Descriptive statistics; Suicide methods; Environmental health; Medicine; Socioeconomics; Poison control; Suicide prevention; Suicide rates; Sociology; Statistics; Population","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":[0.004268624,0.0001174471,0.0006459403,0.0001332402,0.0002614354,9.825069e-7,0.000312323,0.00001908064,0.0001084857],"category_scores_gemma":[0.002344326,0.00006845914,0.00005959903,0.0006109365,0.00006474392,0.0001145687,0.0002137528,0.0001256316,0.0005347826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156863,"about_ca_system_score_gemma":0.0002038128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003029714,"about_ca_topic_score_gemma":0.0007552658,"domain_scores_codex":[0.9963709,0.001909162,0.0009162729,0.0002915426,0.0001476817,0.0003644795],"domain_scores_gemma":[0.997534,0.0009811546,0.0004551334,0.0006977914,0.00026703,0.0000648381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006620803,0.0002988992,0.3267932,0.04546729,0.001463208,0.00001905088,0.02074576,2.297387e-7,0.00009064976,0.001201991,0.5228108,0.08104275],"study_design_scores_gemma":[0.001273633,0.0003235774,0.2986091,0.09491509,0.001995048,0.000001034787,0.02071297,0.000004610115,0.00003148906,0.0001657597,0.5813558,0.0006118331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06039324,0.9087818,0.0001468689,0.004874992,0.0003183267,0.001257822,0.0003577523,0.00003742439,0.02383174],"genre_scores_gemma":[0.1037891,0.8908054,0.0008623041,0.002723622,0.00009785259,0.00003477933,0.0001151905,0.0000221287,0.001549649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08043092,"threshold_uncertainty_score":0.6873727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3410787346537353,"score_gpt":0.567475064564837,"score_spread":0.2263963299111016,"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."}}