{"id":"W4288444161","doi":"10.3390/brainsci12081004","title":"Malingering and Stimulant Medications Abuse, Misuse and Diversion","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Malingering; Stimulant; Psychiatry; Psychology; Substance abuse; Clinical psychology; Medical prescription; Medicine","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":[0.001490253,0.0002862004,0.0004936061,0.002216032,0.0006185474,0.0009290578,0.0002755002,0.0004955475,0.002128659],"category_scores_gemma":[0.01552018,0.0001154224,0.0005314306,0.001548869,0.000707251,0.00119953,0.001034428,0.000806874,0.0002123139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007000854,"about_ca_system_score_gemma":0.0006603228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005582506,"about_ca_topic_score_gemma":0.008217963,"domain_scores_codex":[0.9981274,0.0005469946,0.000368411,0.0001533064,0.0006585162,0.0001454875],"domain_scores_gemma":[0.9860435,0.005081104,0.006618876,0.0002989258,0.001345838,0.0006117506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001194273,0.0000322325,0.9527136,0.0002796967,0.00008542259,0.001902048,0.0008952881,0.00007571552,0.0001721002,0.0005808414,0.0006137004,0.04252985],"study_design_scores_gemma":[0.000002536661,0.0001217246,0.9802645,0.0003828258,0.0001232257,0.01291985,0.001850362,0.0002116479,0.0002857953,0.001052248,0.002767308,0.00001795327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896924,0.08985486,0.0007982363,0.003107553,0.0001805213,0.00003776617,0.000631472,0.00001733359,0.008448267],"genre_scores_gemma":[0.9835413,0.0148402,0.0004209876,0.0001497473,0.0001197029,0.000007154843,0.0002259306,0.000002750122,0.0006922006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005582506,"threshold_uncertainty_score":0.01110005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05629041821477511,"score_gpt":0.3492759221493763,"score_spread":0.2929855039346012,"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."}}