{"id":"W4406565171","doi":"10.1016/j.ypdi.2014.01.043","title":"10.1016/j.ypdi.2014.01.043","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; Pneumococcal vaccination; Pneumococcal pneumonia; Pneumonia; Vaccination; Intensive care medicine; Streptococcus pneumoniae; Pediatrics; Immunology; Internal medicine; Microbiology; Antibiotics","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":[0.0007290332,0.0009725907,0.000519839,0.001565326,0.0008421022,0.002768308,0.000920019,0.003181015,0.8742439],"category_scores_gemma":[0.001642136,0.0004056474,0.0005283995,0.0007715696,0.0007241915,0.002082285,0.001194755,0.001811273,0.8203421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009149091,"about_ca_system_score_gemma":0.001173993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002312132,"about_ca_topic_score_gemma":0.002086747,"domain_scores_codex":[0.9996694,0.00003063847,0.00003083792,0.00008063298,0.00009325997,0.00009512221],"domain_scores_gemma":[0.9989429,0.0001652223,0.0001437326,0.00005722332,0.0002212018,0.0004696267],"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":[0.0003156628,0.0003161216,0.01060544,0.0005072638,0.00004367513,0.0005643733,0.0001325928,0.0001777638,0.0006182853,0.004287171,0.3573628,0.6250688],"study_design_scores_gemma":[0.000068316,0.0001302599,0.009138362,0.001250651,0.00004516868,0.004904428,0.000372473,0.000232131,0.000450828,0.00421906,0.9791549,0.0000333867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008230649,0.02241256,0.002672649,0.01629668,0.004888325,0.0001309674,0.004814412,0.001954533,0.9385992],"genre_scores_gemma":[0.02532472,0.009125946,0.00230937,0.004182382,0.001768623,0.0001016476,0.003099534,0.0003759158,0.9537119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1257561,"threshold_uncertainty_score":0.1793758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006566690891910728,"score_gpt":0.2030774611024832,"score_spread":0.1965107702105724,"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."}}