{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003030443,0.0001949029,0.0003523613,0.006662197,0.0004373198,0.000891935,0.0003870626,0.000205931,0.001090768],"category_scores_gemma":[0.005273927,0.000157632,0.0002887777,0.006057094,0.0003038,0.0005643527,0.0007318203,0.0001687168,0.0001263968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009492235,"about_ca_system_score_gemma":0.0007393094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008273135,"about_ca_topic_score_gemma":0.01104689,"domain_scores_codex":[0.9984297,0.0006518437,0.000454798,0.0001191561,0.0002469083,0.00009767716],"domain_scores_gemma":[0.9967992,0.001042189,0.001109287,0.00008548113,0.0008776179,0.00008619241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575662,0.0001497305,0.8971227,0.002189789,0.000192427,0.0006857589,0.02980366,0.0001010574,0.0004384304,0.000318327,0.00205077,0.06678982],"study_design_scores_gemma":[0.000008981605,0.0001516,0.9343942,0.0007532267,0.00008550286,0.0004086765,0.05788598,0.0001423408,0.000181626,0.00005220597,0.005921611,0.00001399577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893306,0.005839862,0.0003589142,0.0002819228,0.0000194299,0.0001846283,0.00218719,0.000008607144,0.001788619],"genre_scores_gemma":[0.9862926,0.007557685,0.001591898,0.0001238373,0.00004429225,0.0007462701,0.002898389,0.000006658988,0.0007382298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008273135,"threshold_uncertainty_score":0.01644993,"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."}}