{"id":"W2321369492","doi":"10.1016/j.arcped.2006.03.077","title":"Ventilation non invasive en réanimation pédiatrique : indications, modalités","year":2006,"lang":"fr","type":"article","venue":"Archives de Pédiatrie","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004663878,0.0003367221,0.0003911886,0.0004432506,0.000236299,0.0000679904,0.0002201821,0.0003388285,0.0004994043],"category_scores_gemma":[0.0002281776,0.0003838948,0.0002652866,0.0003736693,0.0001354786,0.0002644697,0.00008535231,0.0004863324,0.0005582181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002289656,"about_ca_system_score_gemma":0.001140319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002907461,"about_ca_topic_score_gemma":0.00009433974,"domain_scores_codex":[0.997369,0.0003401593,0.000728572,0.0004811185,0.0003529935,0.0007281765],"domain_scores_gemma":[0.9982456,0.0005415377,0.0003759494,0.0004663664,0.00005686473,0.0003137139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009335119,0.001873368,0.4441791,0.002114734,0.0003546118,0.0004367751,0.01284972,0.00238423,0.2015889,0.1222581,0.0110309,0.199996],"study_design_scores_gemma":[0.003047824,0.0009377698,0.6536652,0.0005313007,0.00107972,0.0001083259,0.001269741,0.00817237,0.09328529,0.067708,0.1693428,0.0008516922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881738,0.01772158,0.06503318,0.004311461,0.001640549,0.001659432,0.0001603618,0.0001707353,0.02112886],"genre_scores_gemma":[0.9745561,0.001614868,0.007897372,0.0005201624,0.003640106,0.0001081057,0.000567854,0.00007489003,0.01102051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2094861,"threshold_uncertainty_score":0.9998613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007841056336310707,"score_gpt":0.250557519859377,"score_spread":0.2427164635230663,"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."}}