{"id":"W2652509178","doi":"10.18537/mskn.08.01.01","title":"Sistematización de la evaluación de riesgo de violencia con instrumentos de juicio profesional estructurado en Cuenca, Ecuador","year":2017,"lang":"es","type":"article","venue":"MASKANA","topic":"Violence, Education, and Gender Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; Public Works and Government Services Canada; International Business Machines Corporation","keywords":"Psychopathy; Psychosocial; Psychopathy Checklist; Psychology; Nursing; Social psychology; Poison control; Medicine; Psychiatry; Environmental health; Antisocial personality disorder; Injury prevention; Personality","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.008785971,0.0006839223,0.000660409,0.002499912,0.0005181982,0.001067727,0.0008901919,0.0003283025,0.001864301],"category_scores_gemma":[0.0161148,0.0003149738,0.0004022334,0.001746604,0.0006427063,0.0004410801,0.00101356,0.0003543574,0.000189383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340858,"about_ca_system_score_gemma":0.001243284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03358463,"about_ca_topic_score_gemma":0.02071363,"domain_scores_codex":[0.9967494,0.002017364,0.0004195902,0.0002749387,0.0003482,0.0001906311],"domain_scores_gemma":[0.9930098,0.002829913,0.00216311,0.0003416833,0.001394771,0.000260726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005230533,0.000260383,0.9531627,0.0002585677,0.0001395426,0.0001429907,0.002014079,0.0001576456,0.0002402926,0.00005753601,0.0009578418,0.04208532],"study_design_scores_gemma":[0.00008631137,0.0003315817,0.9914995,0.0002488883,0.0001783583,0.0001683622,0.003842966,0.001008029,0.0002779379,0.00006489346,0.002282502,0.00001067434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944277,0.001367871,0.0007369593,0.0002336086,0.00002778819,0.0005308367,0.0009185766,0.00004348817,0.001713276],"genre_scores_gemma":[0.9934795,0.001039029,0.002244934,0.00006986481,0.00003536763,0.001182939,0.001205781,0.00001188104,0.0007306469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03358463,"threshold_uncertainty_score":0.0667783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761885312966208,"score_gpt":0.3737906280954446,"score_spread":0.3561717749657825,"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."}}