{"id":"W4406578635","doi":"10.1016/s1541-9800(11)70512-9","title":"10.1016/s1541-9800(11)70512-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Cardiology; Internal medicine; Medical emergency","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":[0.001381375,0.003392604,0.00197383,0.003185433,0.003024572,0.004066193,0.003707767,0.007847988,0.9899192],"category_scores_gemma":[0.00210157,0.001174301,0.001809847,0.002800263,0.002025435,0.006767225,0.00441828,0.003526442,0.9929635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282754,"about_ca_system_score_gemma":0.001475674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004517347,"about_ca_topic_score_gemma":0.00429205,"domain_scores_codex":[0.9991567,0.00006169053,0.00007836922,0.0002780237,0.0002340686,0.0001911952],"domain_scores_gemma":[0.9972116,0.000858257,0.0001727561,0.0002825746,0.0004872349,0.000987544],"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":[0.0003257725,0.0002946319,0.000869001,0.0007173375,0.00003331721,0.0002819314,0.0001253376,0.0003998044,0.001615435,0.004977904,0.3767807,0.6135787],"study_design_scores_gemma":[0.00006872104,0.0001398152,0.0008632856,0.000469682,0.00001424337,0.0003758612,0.0001426291,0.0002027062,0.0003263334,0.0006545483,0.9967122,0.00002997774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003632965,0.0004204997,0.000452276,0.0003798181,0.000278949,0.0000903947,0.0005300862,0.000681896,0.9968029],"genre_scores_gemma":[0.0004695792,0.0002177068,0.0003345245,0.0002909194,0.00007956329,0.00006742089,0.0003378764,0.0001379699,0.9980645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01008081,"threshold_uncertainty_score":0.01437896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381397536697138,"score_gpt":0.333531599175979,"score_spread":0.2897176238090076,"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."}}