{"id":"W3057227927","doi":"10.1177/1474704920939521","title":"Life-History Factors Influence Teenagers’ Suicidal Ideation: A Model Selection Analysis of the Canadian National Longitudinal Survey of Children and Youth","year":2020,"lang":"en","type":"article","venue":"Evolutionary Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fulbright Canada; University of Lethbridge","keywords":"Suicidal ideation; Psychology; Psychosocial; Social support; Poison control; Clinical psychology; Mental health; Suicide prevention; Psychiatry; Developmental psychology; Medicine; Social psychology; Medical emergency","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01006857,0.001445217,0.001568647,0.001821008,0.003324477,0.001660157,0.003330964,0.0007921635,0.003687329],"category_scores_gemma":[0.01201876,0.0007068046,0.004677649,0.002641385,0.0006966083,0.0004823338,0.001555633,0.002133905,0.000407576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007798698,"about_ca_system_score_gemma":0.01962428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9379944,"about_ca_topic_score_gemma":0.9042572,"domain_scores_codex":[0.9966978,0.001787529,0.0001417696,0.0004809033,0.0003124201,0.0005797244],"domain_scores_gemma":[0.9918427,0.004041705,0.0007321592,0.0006160403,0.00165386,0.001113571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003106011,0.0001204116,0.9814914,0.00004715718,0.001467341,0.0002387562,0.0006348774,0.005237943,0.00008171119,0.0006195086,0.004446941,0.005303352],"study_design_scores_gemma":[0.0002294189,0.0002574849,0.8217528,0.0001247434,0.00137015,0.0002439144,0.002712093,0.1685031,0.00007939582,0.001024206,0.003619681,0.00008297678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906893,0.001038045,0.002265076,0.001272192,0.00008938359,0.0001177435,0.003775473,0.00007028026,0.0006825185],"genre_scores_gemma":[0.9899828,0.0004766585,0.00261558,0.0001493739,0.00003120434,0.0001421906,0.00543117,0.00003505737,0.001135985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06200558,"threshold_uncertainty_score":0.1247414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08422753979604154,"score_gpt":0.3116492841584805,"score_spread":0.2274217443624389,"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."}}