{"id":"W4241206032","doi":"10.1111/ans.13732","title":"Medicine in small doses","year":2016,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Delirium; Grip strength; Weight loss; Frailty Index; Gerontology; Physical therapy; Obesity; Internal medicine; Intensive care medicine","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":[0.001001737,0.001061477,0.000892989,0.001609275,0.0009815095,0.004956379,0.001229574,0.003981733,0.6408223],"category_scores_gemma":[0.007238834,0.0004132511,0.0009485359,0.001077669,0.001104123,0.004442665,0.003988613,0.003930937,0.5374877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008002021,"about_ca_system_score_gemma":0.00146131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007900688,"about_ca_topic_score_gemma":0.001659051,"domain_scores_codex":[0.9988462,0.0002684076,0.0001024204,0.0002458662,0.0004495551,0.00008763812],"domain_scores_gemma":[0.9972916,0.0004915781,0.0002248185,0.0006173817,0.0005364805,0.000838091],"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":[0.0001008815,0.0001224139,0.0003876951,0.0005219657,0.00003046153,0.000196396,0.00008891561,0.00006650321,0.0009170963,0.006395435,0.6531122,0.33806],"study_design_scores_gemma":[0.00002184996,0.00003093572,0.0003144104,0.0002045371,0.000005632513,0.0001672864,0.00002401289,0.0000250468,0.00008507173,0.001893166,0.9972223,0.00000575186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000980307,0.01948551,0.003676447,0.03128314,0.03789432,0.0004255944,0.003111299,0.002761614,0.9003817],"genre_scores_gemma":[0.008277037,0.01791603,0.004667868,0.03073318,0.02227424,0.0004442326,0.002659665,0.0007230415,0.9123047],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6408223,"threshold_uncertainty_score":0.5123234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0641807104223406,"score_gpt":0.2859740987765781,"score_spread":0.2217933883542376,"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."}}