{"id":"W6939635284","doi":"10.6084/m9.figshare.9994694.v1","title":"Less is More. Reducing opioid prescribing in perioperative care.","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Opioid; Fentanyl; Hydromorphone; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001201091,0.0003771164,0.0002450632,0.0007765194,0.0009388824,0.001956723,0.0008068675,0.001702207,0.3360948],"category_scores_gemma":[0.008305058,0.0001858437,0.0005022823,0.0008095919,0.0005275968,0.001253955,0.001386867,0.002169144,0.07177055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014562,"about_ca_system_score_gemma":0.003185012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321088,"about_ca_topic_score_gemma":0.04962487,"domain_scores_codex":[0.999047,0.0003014602,0.00005266555,0.00006596171,0.0003710913,0.0001618129],"domain_scores_gemma":[0.9957361,0.000719449,0.0005677416,0.0001475982,0.000920479,0.001908567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007840295,0.00004607046,0.0004175048,0.0003024582,0.000006026014,0.00001380171,0.00003260314,0.00001587086,0.000104276,0.001456223,0.8038213,0.1937056],"study_design_scores_gemma":[0.0001315428,0.0001569685,0.008657394,0.001672174,0.00002909459,0.00009936861,0.0001662362,0.00007359673,0.0001742007,0.00313733,0.9856845,0.00001750718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00391002,0.05507701,0.001190299,0.2780742,0.01265519,0.0001761134,0.0116979,0.001709581,0.6355096],"genre_scores_gemma":[0.06735213,0.09260798,0.007984233,0.1359393,0.01016435,0.0004987899,0.00732651,0.001640821,0.6764858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3360948,"threshold_uncertainty_score":0.9469802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893702237568667,"score_gpt":0.2392942053484604,"score_spread":0.2103571829727738,"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."}}