{"id":"W2010285700","doi":"10.1007/s15010-001-1020-2","title":"Hospitalization Decision for Ambulatory Patients with Community-Acquired Pneumonia: A Prospective Study with General Practitioners in France","year":2001,"lang":"en","type":"article","venue":"Infection","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Ambulatory; Pneumonia; Community-acquired pneumonia; Medicine; General practice; Prospective cohort study; Intensive care medicine; Emergency medicine; Family medicine; Internal 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":[0.00116955,0.0006783702,0.0008708743,0.001420408,0.001577632,0.002453203,0.000838708,0.002207245,0.002217642],"category_scores_gemma":[0.004075842,0.0006446218,0.001110315,0.001967963,0.0007160784,0.001376887,0.0008468557,0.001503196,0.0003488024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003216081,"about_ca_system_score_gemma":0.001921926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08952409,"about_ca_topic_score_gemma":0.1217761,"domain_scores_codex":[0.9983546,0.000602036,0.0001387308,0.0003150554,0.0002195497,0.0003699191],"domain_scores_gemma":[0.9958217,0.0008726031,0.001367685,0.0001266924,0.0005389057,0.001272376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006591627,0.0001470745,0.9986339,0.000008038674,0.00004946312,0.0001283252,0.0003641443,0.00002616435,0.00003620725,0.0000124741,0.00009264682,0.0004356224],"study_design_scores_gemma":[0.00001263936,0.0002249691,0.9978327,0.00001190795,0.0000206434,0.0001998361,0.001415766,0.0001113981,0.000008416567,0.00001187701,0.0001409922,0.000008816458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990876,0.0002773314,0.0000332182,0.0001108953,0.000007334712,0.00001139608,0.0001875371,0.000002359418,0.0002823122],"genre_scores_gemma":[0.9990925,0.0001766882,0.00005169055,0.0001093235,0.00001481872,0.00001169057,0.0003407217,0.000002356008,0.0002003828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08952409,"threshold_uncertainty_score":0.178006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009739340027744828,"score_gpt":0.2791030492467235,"score_spread":0.2693637092189786,"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."}}