{"id":"W4256039173","doi":"10.2345/i0899-8205-40-2-97.1","title":"BIOMED Roundup","year":2006,"lang":"en","type":"article","venue":"Biomedical Instrumentation & Technology","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; 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":[0.001657909,0.001394438,0.001004817,0.002431981,0.002299651,0.007768718,0.002311679,0.00413395,0.9075336],"category_scores_gemma":[0.01197988,0.0006962247,0.0009947082,0.001437427,0.000759015,0.003715081,0.004718542,0.004000838,0.8437721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258349,"about_ca_system_score_gemma":0.003055938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00144518,"about_ca_topic_score_gemma":0.002665527,"domain_scores_codex":[0.998446,0.0002339498,0.0001131895,0.0002434114,0.0007192533,0.0002441311],"domain_scores_gemma":[0.9908792,0.000892291,0.0003893869,0.0009136836,0.003400114,0.00352536],"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":[0.00001809904,0.00001453306,0.00002717977,0.00008664683,0.000001143679,0.00002938369,0.000008832323,0.00001010352,0.00005235252,0.0005390286,0.9762093,0.02300325],"study_design_scores_gemma":[0.000007202955,0.000008622412,0.00009602813,0.00005103977,7.452755e-7,0.00003173114,0.00002248957,0.000009978611,0.00003361656,0.0003528163,0.9993818,0.000003854207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003653098,0.002152649,0.001507409,0.0267175,0.1150806,0.000707065,0.006961236,0.005821486,0.8406867],"genre_scores_gemma":[0.001380041,0.001210515,0.0007263277,0.01226696,0.01456071,0.0002753687,0.002737603,0.001176695,0.9656658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9075336,"threshold_uncertainty_score":0.1318921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028083459165796,"score_gpt":0.4393903759769608,"score_spread":0.3791095413853029,"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."}}