{"id":"W4406565148","doi":"10.1016/j.ypdi.2014.01.032","title":"10.1016/j.ypdi.2014.01.032","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumonia; Drug; Community-acquired pneumonia; Intensive care medicine; Health care; Multi drug resistant; Drug resistance; Internal medicine; Microbiology; Pharmacology","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":[0.0007397502,0.0009786129,0.0005076242,0.001586867,0.0008549132,0.002701195,0.0009375567,0.003188437,0.8805014],"category_scores_gemma":[0.001653341,0.0004097162,0.0005340331,0.0007635197,0.0007194089,0.002124161,0.001239173,0.00179339,0.827646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000922613,"about_ca_system_score_gemma":0.001171134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345622,"about_ca_topic_score_gemma":0.002111347,"domain_scores_codex":[0.9996758,0.00003039812,0.0000301314,0.00007790323,0.00009165519,0.00009414685],"domain_scores_gemma":[0.9989377,0.0001645974,0.0001449655,0.00005628479,0.0002145339,0.0004819252],"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":[0.0003152677,0.0003297195,0.01031876,0.0005166614,0.00004250443,0.0005467958,0.0001352118,0.0001835897,0.0005995492,0.004505793,0.3493946,0.6331114],"study_design_scores_gemma":[0.00007070505,0.0001320631,0.0091316,0.001242258,0.00004539534,0.004604661,0.0003847534,0.0002359997,0.0004452298,0.004421258,0.9792528,0.000033348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007860679,0.01972268,0.002602404,0.01521652,0.004423623,0.0001329289,0.004762913,0.001917508,0.9433609],"genre_scores_gemma":[0.02456819,0.008253939,0.002366365,0.004055548,0.001638911,0.0001050225,0.003106066,0.000384222,0.9555218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1194986,"threshold_uncertainty_score":0.1704502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006699094255948067,"score_gpt":0.2030778248970687,"score_spread":0.1963787306411206,"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."}}