{"id":"W2900163747","doi":"10.5539/gjhs.v10n12p52","title":"Depression As a Strong Prediction of Suicide Risk","year":2018,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Marital status; Psychology; Mental health; Anxiety; Socioeconomic status; Depression (economics); Harassment; Psychiatry; Clinical psychology; Demography; Medicine; Social psychology; Environmental health; 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":[0.0007321586,0.0002482128,0.0002613423,0.0005964587,0.0002835334,0.0007784646,0.0003054444,0.0004877111,0.003776057],"category_scores_gemma":[0.003838904,0.0002230396,0.0006910988,0.0003849666,0.000209222,0.0002344846,0.0003944431,0.001144107,0.0004697342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281292,"about_ca_system_score_gemma":0.0004359257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003905101,"about_ca_topic_score_gemma":0.005055981,"domain_scores_codex":[0.9994358,0.0002118141,0.00007042257,0.00007034953,0.0001417036,0.00006984822],"domain_scores_gemma":[0.9979442,0.000458843,0.000681798,0.0001040244,0.0002491637,0.0005621039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003793313,0.00005091208,0.9968464,0.00001200562,0.00005154799,0.00006040265,0.00002558492,0.00003620212,0.00003991267,0.00003831086,0.0002386555,0.002562241],"study_design_scores_gemma":[0.000007084337,0.00006999643,0.9979497,0.00003309047,0.00008830051,0.0002857422,0.0001174621,0.0009007442,0.00004917805,0.0001386453,0.0003553037,0.000004861987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928638,0.001803036,0.0002766334,0.0009499357,0.00008318629,0.00002868365,0.0004483167,0.00001774425,0.003528654],"genre_scores_gemma":[0.9987609,0.0003715409,0.0001244615,0.00004534852,0.00003206024,0.00000595656,0.000160783,0.000001618022,0.0004973763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003905101,"threshold_uncertainty_score":0.01263213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04800998254320423,"score_gpt":0.4063710673190748,"score_spread":0.3583610847758706,"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."}}