{"id":"W3180615186","doi":"10.37964/cr24742","title":"Understanding attention deficit/hyperactivity disorder in physicians: workplace implications and management strategies","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Physician Leadership","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Impulsivity; Psychology; Attention deficit hyperactivity disorder; Psychiatry; Neurodevelopmental disorder; Clinical psychology; Autism","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00175284,0.000443198,0.0005706085,0.00198545,0.003550513,0.002570331,0.001362794,0.002923871,0.002551633],"category_scores_gemma":[0.00657855,0.0002700573,0.0004410099,0.0009239987,0.001501549,0.003080857,0.002041456,0.004699681,0.0004048505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005438759,"about_ca_system_score_gemma":0.01029588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04794028,"about_ca_topic_score_gemma":0.1243734,"domain_scores_codex":[0.9988754,0.0003764366,0.0001175742,0.0001162376,0.0002563276,0.0002579847],"domain_scores_gemma":[0.9969473,0.0008395861,0.0003663245,0.00003715682,0.0006439197,0.001165717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007439536,0.001177231,0.1783888,0.003144424,0.0000793041,0.01808054,0.0460988,0.0008045158,0.000989093,0.01253195,0.1775014,0.5611295],"study_design_scores_gemma":[0.0001334889,0.000585104,0.2630499,0.02585808,0.0002919182,0.04072671,0.3028952,0.002811758,0.000686144,0.06402912,0.2986622,0.0002705053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07129145,0.1886383,0.00362092,0.6928043,0.002859416,0.0002357236,0.0001766211,0.0001614648,0.04021181],"genre_scores_gemma":[0.6469516,0.2572497,0.01474662,0.06726633,0.006166537,0.0003980767,0.0003588008,0.00003551001,0.006826926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04794028,"threshold_uncertainty_score":0.09532249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.15264058193571,"score_gpt":0.3130811126585746,"score_spread":0.1604405307228646,"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."}}