{"id":"W4293483026","doi":"10.1097/nmd.0000000000001524","title":"Adding Insult to Injury","year":2022,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Insult; Political science; Law","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":[0.001183244,0.0004852323,0.0003923413,0.0008100391,0.00517761,0.002654222,0.0008396847,0.002682489,0.02528608],"category_scores_gemma":[0.01028074,0.0001880806,0.0006119836,0.0004179339,0.002293687,0.002323336,0.005563205,0.004216405,0.004858102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012089,"about_ca_system_score_gemma":0.001501661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142746,"about_ca_topic_score_gemma":0.002788429,"domain_scores_codex":[0.9987526,0.0005831216,0.00007723717,0.00006690998,0.0003030069,0.0002170455],"domain_scores_gemma":[0.9971038,0.0008762674,0.0003553481,0.0003641744,0.0006539043,0.0006464807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003370353,0.001089523,0.0775972,0.00149593,0.0002171165,0.06500819,0.1577077,0.0004044165,0.002560826,0.05034079,0.1835728,0.4596684],"study_design_scores_gemma":[0.00004457785,0.001344281,0.04498864,0.003580927,0.0003030314,0.1304023,0.1650877,0.0005555922,0.004081092,0.04662307,0.6028485,0.0001402026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4748618,0.007752636,0.009473546,0.1508052,0.0122197,0.0002151157,0.0004676798,0.0008031446,0.3434013],"genre_scores_gemma":[0.8978043,0.006748198,0.004777913,0.0315986,0.002366623,0.00007423705,0.0003039556,0.0001323211,0.05619392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02528608,"threshold_uncertainty_score":0.08459038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243339917041787,"score_gpt":0.3145455869200369,"score_spread":0.2921121877496191,"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."}}