{"id":"W4406455151","doi":"10.1016/j.ymed.2015.05.006","title":"10.1016/j.ymed.2015.05.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Community-acquired pneumonia; Pneumonia; Intensive care medicine; Internal medicine; Microbiology","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":[0.0005590317,0.0007386203,0.0003982765,0.001056262,0.0008128196,0.002071545,0.0007270364,0.002950866,0.8626214],"category_scores_gemma":[0.001402082,0.00028002,0.0004267303,0.0004388276,0.0006577086,0.001835703,0.001006153,0.00146384,0.7729243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007792473,"about_ca_system_score_gemma":0.001096713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951156,"about_ca_topic_score_gemma":0.002036382,"domain_scores_codex":[0.9997415,0.00002748995,0.00002289538,0.00005449201,0.00007287318,0.00008079244],"domain_scores_gemma":[0.9991131,0.0001155012,0.0001109232,0.00003621284,0.0001587391,0.0004654724],"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":[0.0003293823,0.0003762715,0.009977293,0.0004955396,0.00003424944,0.0006940117,0.0001389002,0.0001692515,0.0006582731,0.004063234,0.3746901,0.6083735],"study_design_scores_gemma":[0.0000620108,0.0001383104,0.008987403,0.001137459,0.00002865238,0.004813022,0.0004129156,0.0002008223,0.0004214855,0.003172539,0.9806021,0.00002333794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009090214,0.02053784,0.001970851,0.0199699,0.00512328,0.0001124135,0.003601803,0.00142759,0.938166],"genre_scores_gemma":[0.03077109,0.008130398,0.001859825,0.00410624,0.001739888,0.00007965184,0.002109952,0.0002115141,0.9509915],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1373786,"threshold_uncertainty_score":0.195954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007007592521515223,"score_gpt":0.2151474354413788,"score_spread":0.2081398429198636,"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."}}