{"id":"W2109005622","doi":"10.1177/1715163514544902","title":"MedIntegrate","year":2014,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003353514,0.0004971102,0.0003435557,0.0007161375,0.0003912501,0.00131021,0.0006589759,0.0007106771,0.3466264],"category_scores_gemma":[0.001068751,0.0001413929,0.0004369006,0.0006023869,0.0002734009,0.0009995812,0.001483251,0.001145288,0.1538829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004955374,"about_ca_system_score_gemma":0.0009134023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008775594,"about_ca_topic_score_gemma":0.001074754,"domain_scores_codex":[0.9997112,0.00004235094,0.00002590123,0.00006799879,0.0001004715,0.00005205773],"domain_scores_gemma":[0.9996396,0.00004710722,0.0000570618,0.00003552206,0.00005689574,0.0001638615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001793919,0.0003176517,0.001706289,0.0008194681,0.00004750687,0.0006494323,0.0001254853,0.0001521926,0.001925683,0.005904316,0.2634802,0.7230778],"study_design_scores_gemma":[0.0002476338,0.0002611215,0.002483573,0.0003029565,0.00002814492,0.001138481,0.00003171403,0.0001063935,0.001061832,0.0009528542,0.9933749,0.00001032906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02018921,0.05348898,0.001887681,0.01164285,0.004246113,0.0002342706,0.01060668,0.002809254,0.8948951],"genre_scores_gemma":[0.1184163,0.03461132,0.00428421,0.00702386,0.002554821,0.0002198979,0.0100218,0.0007834322,0.8220842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3466264,"threshold_uncertainty_score":0.9319581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09090439515794282,"score_gpt":0.3365798276278094,"score_spread":0.2456754324698665,"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."}}