{"id":"W7014994936","doi":"","title":"Sex Differences in Health Service Use for Mental and Substance Use Disorders Among Methamphetamine Users","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methamphetamine; Mental health; Affect (linguistics); Substance use; Addiction; Service (business); Harm reduction; Mental health service; Test (biology)","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":[0.0002783872,0.0001206697,0.0002009861,0.0004280854,0.0005697873,0.0006388217,0.0003328381,0.0002194249,0.006656929],"category_scores_gemma":[0.001881837,0.0001858361,0.0005189721,0.0005628467,0.0001929054,0.000410389,0.0004543876,0.000358382,0.0004023013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009707124,"about_ca_system_score_gemma":0.001108307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1392512,"about_ca_topic_score_gemma":0.3332457,"domain_scores_codex":[0.9997198,0.00003201555,0.00002558605,0.00004048434,0.0000794831,0.0001025683],"domain_scores_gemma":[0.9993201,0.00009244861,0.00030905,0.00002777783,0.0001042438,0.0001463671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005954615,0.00002199645,0.9949743,0.00001617357,0.00004665876,0.00005004991,0.0008892765,0.00001269153,0.00015472,0.0000743226,0.0005128724,0.003187487],"study_design_scores_gemma":[0.000002307441,0.00002094392,0.9985502,0.00001730117,0.000009738631,0.00004580319,0.0009252233,0.00003936773,0.00002364546,0.00002258242,0.0003404788,0.000002275852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950105,0.0005473263,0.00003942413,0.0002823987,0.00001629077,0.00001232233,0.0009822192,0.000004527464,0.003105051],"genre_scores_gemma":[0.9977795,0.0002798488,0.00002725769,0.00008150086,0.000008206675,0.000008286831,0.0003550276,0.000005113843,0.001455214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1392512,"threshold_uncertainty_score":0.2768814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287666803174717,"score_gpt":0.3339526917685809,"score_spread":0.2051860114511093,"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."}}