{"id":"W4239618404","doi":"10.1503/cmaj.190091","title":"Three","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Exacerbation; Pulmonary disease; COPD; Emergency department; Medicine; Medical emergency; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001125618,0.0008240796,0.0004539828,0.001296704,0.005282186,0.004297461,0.001510337,0.002041353,0.5877319],"category_scores_gemma":[0.003755881,0.0004966006,0.0007776146,0.0007746037,0.0008437274,0.001872191,0.004369174,0.002422834,0.3364317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0028303,"about_ca_system_score_gemma":0.003881323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097643,"about_ca_topic_score_gemma":0.02523201,"domain_scores_codex":[0.9983748,0.0001853591,0.00005750575,0.0003369763,0.0006319913,0.0004133131],"domain_scores_gemma":[0.9970426,0.00008567816,0.00006513172,0.0002560769,0.001253233,0.001297331],"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":[0.000140798,0.0001232711,0.001900654,0.000110437,0.00001065163,0.0003703336,0.0005100238,0.00008410879,0.0009598232,0.009958682,0.8500292,0.135802],"study_design_scores_gemma":[0.000008460473,0.00003474906,0.001310224,0.00005976512,0.000004519863,0.0002371666,0.0004756231,0.00004977934,0.000240076,0.001118138,0.9964499,0.0000116538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006184612,0.001353284,0.00523935,0.01485584,0.009821876,0.0003200873,0.002557631,0.002493817,0.9571735],"genre_scores_gemma":[0.0144546,0.0005592851,0.001928376,0.004469001,0.0005064264,0.00009160909,0.001635412,0.0004594358,0.9758958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4122681,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263313555223892,"score_gpt":0.3711600839664314,"score_spread":0.3485269484141925,"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."}}