{"id":"W3048626450","doi":"10.1027/0227-5910/a000709","title":"Wiser Reasoning and Less Disgust Have the Potential to Better Achieve Suicide Prevention","year":2020,"lang":"en","type":"article","venue":"Crisis","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Disgust; Surprise; Psychology; Suicide prevention; Poison control; Clinical psychology; Social psychology; Medicine; Medical emergency","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":[0.001084155,0.0003331809,0.0002969794,0.0004031607,0.0003902272,0.0008943442,0.000237737,0.0006182925,0.003697814],"category_scores_gemma":[0.007502786,0.0001955074,0.0002569381,0.000177664,0.0006425235,0.0004208245,0.0005667587,0.0009787906,0.0003858397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003097104,"about_ca_system_score_gemma":0.0004313985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004512005,"about_ca_topic_score_gemma":0.001021587,"domain_scores_codex":[0.9993198,0.0003006587,0.00004941922,0.00008547128,0.000184622,0.00006005053],"domain_scores_gemma":[0.9957279,0.001229104,0.0018596,0.0001822197,0.0004837765,0.0005173944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006803354,0.002072152,0.8435154,0.0006198384,0.0002826572,0.0007148338,0.01368571,0.0004236852,0.02507449,0.0009168579,0.002001052,0.110013],"study_design_scores_gemma":[0.00002344149,0.0004884796,0.9875538,0.0001011846,0.00009880699,0.0008363808,0.004568787,0.0006617378,0.00266604,0.001743301,0.001227636,0.00003030961],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961557,0.0002890512,0.0005407475,0.0002340672,0.00001676295,0.00001119245,0.00001948915,0.0000141563,0.002718747],"genre_scores_gemma":[0.9982815,0.00016677,0.0009630441,0.00008472263,0.000005731933,0.000007464893,0.00002567948,0.000003816725,0.000461425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003697814,"threshold_uncertainty_score":0.01237041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087193365237369,"score_gpt":0.3035087891483012,"score_spread":0.1947894526245643,"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."}}