{"id":"W4406564822","doi":"10.1016/j.ypdi.2015.01.044","title":"10.1016/j.ypdi.2015.01.044","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumonia; Prospective cohort study; Community-acquired pneumonia; Cohort; Cohort study; Population; Intensive care medicine; Pediatrics; Internal medicine; Environmental health","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":[0.0006998912,0.0009136887,0.000503812,0.001448749,0.0008405685,0.002794218,0.0009218586,0.003187379,0.8651929],"category_scores_gemma":[0.001584326,0.0003752804,0.0005058031,0.0007055044,0.0007250202,0.002063465,0.001169753,0.001752559,0.8085942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009271491,"about_ca_system_score_gemma":0.001196518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251982,"about_ca_topic_score_gemma":0.001994714,"domain_scores_codex":[0.9996889,0.00002970346,0.00002927104,0.00007656156,0.00008419612,0.00009130324],"domain_scores_gemma":[0.9990101,0.000149302,0.0001350434,0.00005250103,0.0001964444,0.0004564815],"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":[0.0003172775,0.0002931482,0.01084843,0.0005166283,0.00004303292,0.0006180133,0.0001338326,0.0001789784,0.0006018297,0.004224027,0.3653414,0.6168834],"study_design_scores_gemma":[0.00006976734,0.00012584,0.009034589,0.001237192,0.00004398232,0.004902002,0.0003916619,0.0002366613,0.0004499048,0.004550441,0.9789262,0.00003173674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008287496,0.02337525,0.002612527,0.01797137,0.005096435,0.0001318208,0.00489968,0.001871237,0.9357542],"genre_scores_gemma":[0.02838646,0.009583052,0.00226434,0.00435976,0.001895891,0.0001076107,0.003151463,0.0003583627,0.9498929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1348071,"threshold_uncertainty_score":0.1922859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007315387602277583,"score_gpt":0.2142112539952107,"score_spread":0.2068958663929331,"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."}}