{"id":"W2258243376","doi":"10.1155/2013/193937","title":"Physician Variability in Treating Pain and Irritability of Unknown Origin in Children with Severe Neurological Impairment","year":2013,"lang":"en","type":"article","venue":"Pain Research and Management","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Irritability; Medicine; Gabapentin; Pregabalin; Tramadol; Pediatrics; Psychiatry; Physical therapy; Analgesic; Anxiety; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01672003,0.0001606525,0.0003239762,0.0003934104,0.00004910275,0.00002994449,0.0001264946,0.00005759333,0.00002870252],"category_scores_gemma":[0.0005035453,0.0001226917,0.00002344719,0.0006413136,0.0002457794,0.0001011744,0.0003070231,0.0003276477,0.000001392646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136243,"about_ca_system_score_gemma":0.00002195912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204791,"about_ca_topic_score_gemma":0.0001020043,"domain_scores_codex":[0.9960985,0.002043278,0.0003295151,0.0005490881,0.0004656155,0.0005140223],"domain_scores_gemma":[0.9986049,0.0007592334,0.0000498753,0.0003826198,0.00006882336,0.0001345711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000116837,0.0007446685,0.9009575,0.0005302613,0.00003622301,0.00001952533,0.000070363,0.000002869248,0.00001579003,0.0007063946,0.0005023816,0.09629721],"study_design_scores_gemma":[0.001219111,0.001761038,0.9880975,0.0001062241,0.00001363106,0.000001427583,0.0002245177,0.002657465,0.000005261402,0.005597927,0.0002069922,0.0001089277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889562,0.00007424715,0.001384043,0.00135884,0.000002603666,0.003922036,0.00000162652,0.00005251297,0.004247851],"genre_scores_gemma":[0.994098,0.0002937548,0.004596352,0.0003047753,0.00002081793,0.0005690802,0.000009875665,0.00001086427,0.00009649292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09618828,"threshold_uncertainty_score":0.5794862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989646262161574,"score_gpt":0.3063851115914286,"score_spread":0.2864886489698128,"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."}}