{"id":"W2193427311","doi":"10.1093/cid/civ811","title":"Reply to Musher","year":2015,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"","keywords":"Medicine","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":[0.00661854,0.001348934,0.002525057,0.001279292,0.01071236,0.009481256,0.003628909,0.1310198,0.01299906],"category_scores_gemma":[0.04827932,0.00186043,0.001991655,0.001013813,0.00611966,0.005896765,0.005470507,0.08150252,0.008982771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007278313,"about_ca_system_score_gemma":0.01025616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038121,"about_ca_topic_score_gemma":0.01794942,"domain_scores_codex":[0.9935109,0.001476009,0.0006575576,0.001190715,0.001623196,0.001541645],"domain_scores_gemma":[0.9861929,0.006078791,0.00132728,0.0004838575,0.002271911,0.003645206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002191349,0.00001012682,0.0003167272,0.00003210546,0.00001391511,0.001052647,0.0001853178,0.00002616426,0.00005066118,0.001407012,0.9947408,0.002142608],"study_design_scores_gemma":[0.000101159,0.00005841827,0.001395245,0.000657023,0.0000635252,0.001935101,0.00131472,0.0002904373,0.0002042322,0.009670326,0.9841859,0.0001239719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001654,0.001303279,0.00003603513,0.9739754,0.0226682,0.000007675365,0.00002045478,0.00001528564,0.001808193],"genre_scores_gemma":[0.001231483,0.0003591813,0.0000389518,0.9822282,0.01241274,0.00001247487,0.000007177144,0.000009114475,0.003700668],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1310198,"threshold_uncertainty_score":0.05280805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07747384826531334,"score_gpt":0.3993692974152219,"score_spread":0.3218954491499086,"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."}}