{"id":"W2154495710","doi":"10.2174/1874473710801030255","title":"What Constitutes Prescription Drug Misuse? Problems and Pitfalls of Current Conceptualizations","year":2008,"lang":"en","type":"review","venue":"Current Drug Abuse Reviews","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medical prescription; Medicine; Drug misuse; Stimulant; Drug; Psychiatry; Intensive care medicine; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004849424,0.0009374694,0.00465745,0.0004474662,0.0001635778,0.0001011478,0.000273692,0.0001945942,0.0001565046],"category_scores_gemma":[0.0004293913,0.0007288607,0.001174445,0.0007404005,0.0005888632,0.0007714666,0.0001213554,0.0009280896,0.0002789786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576058,"about_ca_system_score_gemma":0.0004796536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007913111,"about_ca_topic_score_gemma":0.00001569932,"domain_scores_codex":[0.9947941,0.0007923357,0.002438464,0.0009580767,0.0005789223,0.0004380709],"domain_scores_gemma":[0.9960654,0.0002713529,0.001963315,0.001005064,0.0003829449,0.000311876],"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":[0.000003179191,0.0007274675,0.0001490163,0.1092288,0.0001387277,0.000002913848,0.001469641,9.788772e-7,8.183978e-7,0.0002075614,0.01335056,0.8747203],"study_design_scores_gemma":[0.0005693347,0.00001689728,0.000004094885,0.1779041,0.002054344,0.0001529791,0.0001847584,0.000009274894,4.079656e-7,0.00000658935,0.8186138,0.0004833798],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001809396,0.9892536,0.0002362692,0.00004305069,0.002569828,0.007458311,0.00008682662,0.00009710198,0.00007403233],"genre_scores_gemma":[0.00001163809,0.997154,0.00009770758,0.00002093429,0.0002200985,0.0007432944,0.001167078,0.00009797935,0.000487263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8742369,"threshold_uncertainty_score":0.9995162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2033906934041357,"score_gpt":0.4194945489256509,"score_spread":0.2161038555215152,"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."}}