{"id":"W7111242753","doi":"10.1371/journal.pmen.0000358.s002","title":"Data extraction tool.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Decriminalization; Health policy; Legalization; Mental illness; Inclusion (mineral); Substance use; Descriptive statistics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0502541,0.004488574,0.01336716,0.0428208,0.00277825,0.007856405,0.007020054,0.00465238,0.351404],"category_scores_gemma":[0.1337978,0.004396426,0.008683983,0.04862601,0.002760918,0.00602536,0.01038047,0.004762002,0.06367379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007015024,"about_ca_system_score_gemma":0.040179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009796015,"about_ca_topic_score_gemma":0.0082933,"domain_scores_codex":[0.9395244,0.0131713,0.03525666,0.005290815,0.005219141,0.001537707],"domain_scores_gemma":[0.8564102,0.07518858,0.01576685,0.01520773,0.03564257,0.00178406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002172807,0.0002135087,0.001463488,0.4257095,0.001116964,0.0007351128,0.00479901,0.0007555989,0.00107591,0.01241574,0.3934637,0.1560788],"study_design_scores_gemma":[0.003098157,0.0003082459,0.004516286,0.08085392,0.001339996,0.0001955567,0.003944953,0.00148913,0.001810344,0.01608792,0.885989,0.0003664803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001936172,0.002505766,0.01443869,0.00235819,0.0007831836,0.1663921,0.7904242,0.004329515,0.01683227],"genre_scores_gemma":[0.003959167,0.002635068,0.06527816,0.001041804,0.0001577862,0.8526382,0.06405769,0.001244385,0.008987773],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.648596,"threshold_uncertainty_score":0.9251435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1347949944432104,"score_gpt":0.3812510559879005,"score_spread":0.2464560615446902,"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."}}