{"id":"W2404597290","doi":"10.5055/jom.2012.0097","title":"The Opioid Manager: A point-of-care tool to facilitate the use of the Canadian Opioid Guideline","year":2012,"lang":"en","type":"article","venue":"Journal of Opioid Management","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Opioid; Guideline; Medicine; The Internet; World Wide Web; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002176977,0.000318417,0.0005246563,0.0003998,0.0004356182,0.0001132917,0.00109108,0.00007778458,0.00009994957],"category_scores_gemma":[0.0003995576,0.0001592382,0.0005226635,0.0006660473,0.0001966281,0.0003066809,0.000499187,0.0004127234,0.00003318357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003867681,"about_ca_system_score_gemma":0.000205652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003726358,"about_ca_topic_score_gemma":0.0042722,"domain_scores_codex":[0.9962935,0.0001854978,0.001426801,0.0002066867,0.00116315,0.0007242972],"domain_scores_gemma":[0.9968734,0.0002060412,0.0007372957,0.001254675,0.0005695253,0.0003590397],"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":[0.0009093682,0.0003570107,0.06030467,0.00149301,0.002277706,0.0001226241,0.01177642,0.00127893,0.0003113923,0.01531612,0.7838044,0.1220484],"study_design_scores_gemma":[0.000882451,0.0002177633,0.1381507,0.0003367481,0.0005324523,0.000009585177,0.003496193,0.0001129124,0.0001939549,0.0002121337,0.8556904,0.0001647663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8150379,0.01892893,0.008591943,0.08678332,0.01175102,0.01452415,0.0002417116,0.000104026,0.04403699],"genre_scores_gemma":[0.9536985,0.002804267,0.01358836,0.00946092,0.0008812267,0.0000681489,0.00001781047,0.00008203767,0.01939874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1386606,"threshold_uncertainty_score":0.6493546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510720896296171,"score_gpt":0.2759486031853629,"score_spread":0.2308413942224011,"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."}}