{"id":"W4406386873","doi":"10.1016/j.ymed.2015.05.020","title":"10.1016/j.ymed.2015.05.020","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; Disease; Association (psychology); Intensive care medicine; Internal medicine","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":[0.000586127,0.0007930978,0.0004151589,0.00109393,0.0008274797,0.002092746,0.0007746318,0.003060682,0.869422],"category_scores_gemma":[0.001417772,0.000306579,0.0004550454,0.0004454186,0.0006567076,0.00192402,0.001025048,0.001580243,0.78423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000807439,"about_ca_system_score_gemma":0.001176739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967201,"about_ca_topic_score_gemma":0.002087989,"domain_scores_codex":[0.9997454,0.00002667771,0.0000223376,0.00005504745,0.00007192521,0.00007852975],"domain_scores_gemma":[0.9991099,0.0001183013,0.0001116304,0.00003743226,0.0001662499,0.0004564895],"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":[0.0003532304,0.0003753815,0.009678304,0.000497956,0.00003732488,0.0007236124,0.0001358505,0.0001684706,0.000628566,0.004467542,0.3860661,0.5968676],"study_design_scores_gemma":[0.00007279107,0.0001513472,0.009033394,0.001258773,0.00003453708,0.005022119,0.0004023579,0.0002154389,0.000429099,0.003949157,0.9794046,0.00002641789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008080531,0.01918345,0.001973745,0.01919221,0.005033515,0.0001178829,0.003923445,0.001427054,0.9410682],"genre_scores_gemma":[0.02908308,0.007619935,0.001850993,0.004374906,0.001834437,0.00008805413,0.002357795,0.0002299353,0.952561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.130578,"threshold_uncertainty_score":0.1862537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007143671719785811,"score_gpt":0.213454888025263,"score_spread":0.2063112163054772,"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."}}