{"id":"W6987335266","doi":"","title":"Socioeconomic Inequalities in Suicide and Suicidal Behaviour and Roles of Social Policy","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Generosity; Poison control; Suicide prevention; Welfare; Social policy; Inequality; Social class; Social Welfare; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"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":[0.002257592,0.0001814351,0.0003449905,0.00150103,0.001259766,0.001776808,0.0005021677,0.0004164494,0.002759988],"category_scores_gemma":[0.008143775,0.0001189748,0.0006917702,0.001927246,0.001635052,0.0008306737,0.002006637,0.001100479,0.0001069498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009029252,"about_ca_system_score_gemma":0.01064116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4267826,"about_ca_topic_score_gemma":0.5225067,"domain_scores_codex":[0.9985729,0.0004864627,0.00008799088,0.0001029976,0.0002942238,0.0004554047],"domain_scores_gemma":[0.9975331,0.0009628105,0.0005768833,0.00009394846,0.0004384175,0.0003948206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003377617,0.0001614276,0.6717871,0.001738319,0.0008265911,0.0004263946,0.01327118,0.002359631,0.0002404844,0.09091226,0.006333265,0.2116056],"study_design_scores_gemma":[0.00001490023,0.00006160643,0.9659517,0.002593617,0.0002142052,0.0000780527,0.007218826,0.0008049585,0.0001012932,0.008527729,0.01440303,0.00003008419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8770301,0.0485721,0.001191646,0.02694614,0.0002100622,0.00008811051,0.00173819,0.00001741406,0.04420627],"genre_scores_gemma":[0.9849291,0.01336157,0.0002510527,0.0003566872,0.00005095622,0.00002048963,0.0002990006,0.000003387242,0.000727689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4267826,"threshold_uncertainty_score":0.848597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355652496144315,"score_gpt":0.280756717127589,"score_spread":0.2572001921661458,"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."}}