{"id":"W4406423126","doi":"10.1016/s1544-8800(09)70005-3","title":"10.1016/s1544-8800(09)70005-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Aggregate (composite); Vital signs; Medicine; Medical emergency; Business; Anesthesia; Radiology; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001208431,0.003100435,0.001850737,0.003162449,0.002645246,0.003370947,0.003314064,0.006719096,0.9909424],"category_scores_gemma":[0.001969642,0.0009623179,0.001552843,0.002590212,0.0018735,0.005501346,0.003365282,0.002982739,0.992901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285481,"about_ca_system_score_gemma":0.001304947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00553428,"about_ca_topic_score_gemma":0.004777389,"domain_scores_codex":[0.9992619,0.00005355303,0.00006361515,0.0002428142,0.0001948668,0.0001832391],"domain_scores_gemma":[0.997483,0.0006950793,0.0001448465,0.0002304801,0.0005181191,0.0009285391],"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":[0.0004022761,0.0003538993,0.001163163,0.0005946636,0.00003674199,0.0002867938,0.0001253751,0.0004586808,0.001613846,0.004121008,0.3688249,0.6220185],"study_design_scores_gemma":[0.00008254097,0.0001727873,0.001136461,0.0004421137,0.00001721126,0.0004265493,0.0001512492,0.0002706407,0.0003707873,0.00056413,0.9963344,0.00003116527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005282692,0.0003746318,0.0004919072,0.0004097495,0.0002750857,0.0001193676,0.0006833198,0.0007848906,0.9963328],"genre_scores_gemma":[0.0005728212,0.0001658298,0.0003208091,0.0002623665,0.00007346697,0.00006592958,0.0003620759,0.0001361686,0.9980405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009057581,"threshold_uncertainty_score":0.01291955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3456061195821661,"score_gpt":0.4579559177514335,"score_spread":0.1123497981692674,"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."}}