{"id":"W4388228914","doi":"10.1007/s40264-023-01362-9","title":"Proceedings of the International Ambulatory Drug Safety Symposium: Munich, Germany, June 2023","year":2023,"lang":"en","type":"article","venue":"Drug Safety","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Ambulatory; Drug; Pharmacology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001931882,0.001122995,0.0005794123,0.0008211992,0.0009331622,0.002873551,0.0006904711,0.002975478,0.08103864],"category_scores_gemma":[0.001650636,0.0002577291,0.0005437005,0.0005566825,0.0003364711,0.0008714027,0.001173583,0.002321651,0.0230851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109552,"about_ca_system_score_gemma":0.002201822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00571118,"about_ca_topic_score_gemma":0.02663568,"domain_scores_codex":[0.9993437,0.0001258228,0.0000297287,0.00007178662,0.0002994751,0.0001293999],"domain_scores_gemma":[0.9988465,0.0001371203,0.00007417185,0.00003031367,0.000455592,0.0004562873],"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":[0.0003146686,0.0001110984,0.0007307959,0.0001099771,0.00001814092,0.0001056507,0.0000355943,0.0000872376,0.0005370346,0.0003307287,0.9564015,0.04121758],"study_design_scores_gemma":[0.00009085419,0.0001375633,0.01092185,0.000267127,0.00004649122,0.0001266011,0.0002237582,0.0002859235,0.0005115886,0.0005044804,0.986868,0.00001579035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01623405,0.08702232,0.004875765,0.2687665,0.2439265,0.0005134325,0.008445933,0.0007349252,0.3694806],"genre_scores_gemma":[0.0300215,0.03196611,0.00207107,0.01575484,0.04776913,0.0001996006,0.005219861,0.0001724838,0.8668253],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08103864,"threshold_uncertainty_score":0.2711012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0354338696316949,"score_gpt":0.3293064325159505,"score_spread":0.2938725628842556,"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."}}