{"id":"W2391445907","doi":"10.2217/ebo.11.37","title":"Etiology and pathophysiology","year":2011,"lang":"en","type":"other","venue":"","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; Capital District Health Authority","funders":"","keywords":"Etiology; Pathophysiology; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005084327,0.001141107,0.001123371,0.001607447,0.0009847812,0.002926826,0.001035528,0.001830116,0.01333719],"category_scores_gemma":[0.001137024,0.0002596841,0.0008108698,0.000863132,0.001247058,0.001690007,0.001390273,0.001988878,0.00561786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214296,"about_ca_system_score_gemma":0.001588033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501636,"about_ca_topic_score_gemma":0.001013453,"domain_scores_codex":[0.9994621,0.00009474201,0.00006078866,0.00009387499,0.0001683426,0.0001201564],"domain_scores_gemma":[0.999592,0.00006573651,0.00009088506,0.00002157213,0.0001547464,0.00007503401],"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":[0.0005524272,0.0005516848,0.03460499,0.007989522,0.0002593185,0.0361081,0.001466205,0.001286021,0.01859698,0.1032356,0.1070816,0.6882675],"study_design_scores_gemma":[0.00009251609,0.0003908483,0.02347372,0.004915946,0.0002040665,0.1331023,0.001626185,0.001538446,0.004145044,0.05866122,0.7717643,0.00008536615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02707947,0.7497993,0.01563426,0.02053932,0.00563303,0.0004879488,0.001126776,0.0004124273,0.1792874],"genre_scores_gemma":[0.2399405,0.6383412,0.01466816,0.01051436,0.01116106,0.0004520746,0.001543989,0.0001640669,0.08321468],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01333719,"threshold_uncertainty_score":0.04461735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551600740631218,"score_gpt":0.2585899374661169,"score_spread":0.2430739300598047,"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."}}