{"id":"W2613482217","doi":"10.15173/m.v1i26.944","title":"Opioid Misuse and the Undertreatment of Pain: Striking a Balance","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid; Balance (ability); Medicine; Psychiatry; Physical medicine and rehabilitation; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005502248,0.0001221691,0.0002478683,0.00002487357,0.00008321059,0.00001053471,0.00009876925,0.00002667035,0.00004931441],"category_scores_gemma":[0.0002262498,0.00005380785,0.00006470696,0.00008745017,0.0002158723,0.00001409477,0.00003444124,0.00007633334,0.00001013347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004530176,"about_ca_system_score_gemma":0.000105541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001184366,"about_ca_topic_score_gemma":0.000007534959,"domain_scores_codex":[0.9991797,0.0001866057,0.0001586557,0.0001443011,0.0001708317,0.0001599539],"domain_scores_gemma":[0.9987774,0.000562101,0.00007726435,0.0004849283,0.00003134253,0.00006699877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004377884,0.005712816,0.5527503,0.002191922,0.00371417,0.00002285258,0.1581481,0.00001452945,0.005002762,0.07603329,0.02198451,0.1700469],"study_design_scores_gemma":[0.06586421,0.004116056,0.6412845,0.002202003,0.004731146,0.0002677128,0.05164951,0.003837103,0.03496937,0.02783595,0.1620763,0.001166065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765543,0.003184372,0.0000813743,0.01769103,0.0001306934,0.0006620793,0.000002899416,0.00002347518,0.001669741],"genre_scores_gemma":[0.9975439,0.0003528819,0.0003113135,0.001065229,0.00009619572,0.00008517066,0.000005282786,0.00001551671,0.0005245417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688808,"threshold_uncertainty_score":0.219422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090949350321905,"score_gpt":0.2619293854726469,"score_spread":0.2510198919694279,"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."}}