{"id":"W4406874177","doi":"10.1080/15563650.2024.2447490","title":"Understanding an overdose: intention, motivation, and risk","year":2025,"lang":"en","type":"article","venue":"Clinical Toxicology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Psychology; Medical emergency; Poison control; Environmental health","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":[0.003536518,0.0001942567,0.0002541889,0.0008856918,0.0009630573,0.002990439,0.0004360012,0.0009218701,0.002776871],"category_scores_gemma":[0.01599849,0.0001880384,0.0004976464,0.0003655881,0.002834854,0.002121456,0.00196179,0.002819907,0.0002679512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437031,"about_ca_system_score_gemma":0.001841525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002654392,"about_ca_topic_score_gemma":0.00314777,"domain_scores_codex":[0.9983391,0.0008541591,0.0001274372,0.00008045276,0.0004166141,0.0001821445],"domain_scores_gemma":[0.9911677,0.0040785,0.002083093,0.0001985815,0.0008382703,0.001633809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001472408,0.001187636,0.7712527,0.0004272493,0.0001768573,0.001090163,0.1255944,0.0004818646,0.0007583969,0.01518007,0.004887947,0.07881545],"study_design_scores_gemma":[0.0000371223,0.0006531457,0.7600082,0.001469145,0.000133551,0.003607606,0.1738043,0.002167564,0.0004603074,0.03548685,0.02198392,0.0001883238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688402,0.002227644,0.001649512,0.009997744,0.00007362004,0.00009083268,0.00006638734,0.00002739894,0.0170267],"genre_scores_gemma":[0.9972731,0.000918324,0.0007546814,0.0005252906,0.00001933707,0.00002840921,0.00003705295,0.000004977218,0.0004386677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003536518,"threshold_uncertainty_score":0.01870316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2795525570923144,"score_gpt":0.4587081719718906,"score_spread":0.1791556148795762,"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."}}